Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

Publication year:
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1 - 269 out of 269Page size: 500
  1. 1994

  2. OVERCOMPLETE STEERABLE PYRAMID FILTERS AND ROTATION INVARIANCE

    GREENSPAN, H., Belongie, Serge, RAKSHIT, S., ANDERSON, C., GOODMAN, R. & PERONA, P., 1994, 1994 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS. I E E E, COMPUTER SOC PRESS, p. 222-228 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  3. ROTATION INVARIANT TEXTURE RECOGNITION USING A STEERABLE PYRAMID

    GREENSPAN, H., Belongie, Serge, GOODMAN, R. & PERONA, P., 1994, In: International Conference on Pattern Recognition. p. 162-167 6 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  4. 1996

  5. Finding objects in image databases by grouping

    Malik, J., Forsyth, D., Fleck, M., Greenspan, H., Leung, T., Carson, C., Belongie, Serge & Bregler, C., 1996, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II. Delogne, P. (ed.). Hans Reitzels Forlag, p. 761-764 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Finding pictures of objects in large collections of images

    Forsyth, D. A., Malik, J., Fleck, M. M., Greenspan, H., Leung, T., Belongie, Serge, Carson, C. & Bregler, C., 1996, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 335-360 26 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  7. 1997

  8. Region-based image querying

    Carson, C., Belongie, Serge, Greenspan, H. & Malik, J., 1997, In: Proceedings - IEEE Workshop on Content-Based Access of Image and Video Libraries, CBAIVL 1997. p. 42-49 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  9. 1998

  10. Color- and texture-based image segmentation using EM and its application to content-based image retrieval

    Belongie, Serge, Carson, C., Greenspan, H. & Malik, J., 1998, SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION. NAROSA PUBLISHING HOUSE, p. 675-682 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  11. Finding boundaries in natural images: A new method using point descriptors and area completion

    Belongie, Serge & Malik, J., 1998, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 751-766 16 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  12. Image and video segmentation: The normalized cut framework

    Shi, J., Belongie, Serge, Leung, T. & Malik, J., 1998, 1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 1. IEEE COMPUTER SOC, p. 943-947 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  13. 1999

  14. Blobworld: A system for region-based image indexing and retrieval

    Carson, C., Thomas, M., Belongie, Serge, Hellerstein, J. M. & Malik, J., 1999, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 509-517 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  15. Grouping in the normalized cut framework

    Malik, J., Shi, J., Belongie, Serge & Leung, T., 1999, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 155-164 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  16. 2000

  17. Matching with shape contexts

    Belongie, Serge & Malik, J., 2000, In: Proceedings - IEEE Workshop on Content-Based Access of Image and Video Libraries, CBAIVL 2000. p. 20-26 7 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  18. Model-based halftoning for color image segmentation

    Puzicha, J. & Belongie, Serge, 2000, In: International Conference on Pattern Recognition. p. 629-632 4 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  19. 2001

  20. Efficient spatiotemporal grouping using the Nystrom method

    Fowlkes, C., Belongie, Serge & Malik, J., 2001, In: IEEE Conference on Computer Vision and Pattern Recognition. p. 231-238 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  21. Matching shapes

    Belongie, Serge, Malik, J. & Puzicha, J., 2001, In: Proceedings of the IEEE International Conference on Computer Vision. 1, p. 454-461 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. Shape context: A new descriptor for shape matching and object recognition

    Belongie, Serge, Malik, J. & Puzicha, J., 2001, In: Advances in Neural Information Processing Systems.

    Research output: Contribution to journal › Conference article › Research › peer-review

  23. Shape contexts enable efficient retrieval of similar shapes

    Mori, G., Belongie, Serge & Malik, J., 2001, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I723-I730

    Research output: Contribution to journal › Conference article › Research › peer-review

  24. Contour and texture analysis for image segmentation

    Malik, J., Belongie, Serge, Leung, T. & Shi, J., Jun 2001, In: International Journal of Computer Vision. 43, 1, p. 7-27 21 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  25. 2002

  26. Approximate thin plate spline mappings

    Donato, G. & Belongie, Serge, 2002, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 21-31 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  27. Approximation Methods for Thin Plate Spline Mappings and Principal Warps

    Donato, G. & Belongie, Serge, 2002, In: 7th European Conference on Computer Vision-Part III. p. 21-31 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  28. Extracting global structure from gene expression profiles

    Fowlkes, C., Shan, Q., Belongie, Serge & Malik, J., 2002, METHODS OF MICROARRAY DATA ANALYSIS II. Lin, SM. & Johnson, KF. (eds.). Kluwer Academic Publishers Group, p. 81-90 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  29. On the non-optimality of four color coding of image partitions

    Agarwal, S. & Belongie, Serge, 2002, p. II/677-II/680.

    Research output: Contribution to conference › Paper › Research › peer-review

  30. Spectral partitioning with indefinite kernels using the nyström extension

    Belongie, Serge, Fowlkes, C., Chung, F. & Malik, J., 2002, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 531-542 12 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  31. Shape matching and object recognition using shape contexts

    Belongie, Serge, Malik, J. & Puzicha, J., Apr 2002, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 4, p. 509-522 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  32. Blobworld: Image segmentation using expectation-maximization and its application to image querying

    Carson, C., Belongie, Serge, Greenspan, H. & Malik, J., Aug 2002, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 8, p. 1026-1038 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  33. 2003
  34. Published

    Structured importance sampling of environment maps

    Agarwal, S., Ramamoorthi, R., Belongie, Serge & Jensen, H. W., 2003, In: ACM SIGGRAPH 2003 Papers, SIGGRAPH '03. p. 605-612 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  35. What went where

    Wills, J., Agarwal, S. & Belongie, Serge, 2003, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I/37-I/44

    Research output: Contribution to journal › Conference article › Research › peer-review

  36. What went where [motion segmentation]

    Wills, J., Agarwal, S. & Belongie, Serge, 4 Nov 2003.

    Research output: Contribution to conference › Paper › Research › peer-review

  37. 2004

  38. A feature-based approach for determining dense long range correspondences

    Wills, J. & Belongie, Serge, 2004, In: Lecture Notes in Computer Science. p. 170-182 13 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  39. On Refractive Optical Flow

    Agarwal, S., Mallick, S. P., Kriegman, D. & Belongie, Serge, 2004, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 483-494 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  40. Published

    Unsupervised color decomposition of histologically stained tissue samples

    Rabinovich, A., Agarwal, S., Laris, C. A., Price, J. H. & Belongie, Serge, 2004, In: Advances in Neural Information Processing Systems.

    Research output: Contribution to journal › Conference article › Research › peer-review

  41. Normalized Cuts in 3-D for Spinal MRI Segmentation

    Carballido-Gamio, J., Belongie, Serge & Majumdar, S., Jan 2004, In: IEEE Transactions on Medical Imaging. 23, 1, p. 36-44 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  42. Spectral Grouping Using the Nyström Method

    Fowlkes, C., Belongie, Serge, Chung, F. & Malik, J., Feb 2004, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 26, 2, p. 214-225 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  43. 2005

  44. Behavior recognition via sparse spatio-temporal features

    Dollár, P., Rabaud, V., Cottrell, G. & Belongie, Serge, 2005, In: Proceedings - 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, VS-PETS. p. 65-72 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  45. Beyond pairwise clustering

    Agarwal, S., Lim, J., Zelnik-Manor, L., Perona, P., Kriegman, D. & Belongie, Serge, 2005, In: Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. p. 838-845 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  46. Big little icons

    Rabaud, V. & Belongie, Serge, 2005, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

    Research output: Contribution to journal › Conference article › Research › peer-review

  47. Periodic motion detection and segmentation via approximate sequence alignment

    Laptev, I., Belongie, Serge, Pérez, P. & Wills, J., 2005, In: Proceedings of the IEEE International Conference on Computer Vision. p. 816-823 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  48. Spatio-temporal texture synthesis and image inpainting for video applications

    Kumar, S., Biswas, M., Belongie, Serge & Nguyen, T. Q., 2005, In: Proceedings - International Conference on Image Processing, ICIP. p. 85-88 4 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  49. Tracking multiple mouse contours (without too many samples)

    Branson, K. & Belongie, Serge, 2005, In: Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. p. 1039-1046 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  50. Efficient shape matching using shape contexts

    Mori, G., Belongie, Serge & Malik, J., Nov 2005, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 11, p. 1832-1837 6 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  51. 2006

  52. Active learning in face recognition: Using tracking to build a face model

    Hewitt, R. & Belongie, Serge, 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

    Research output: Contribution to journal › Conference article › Research › peer-review

  53. Counting crowded moving objects

    Rabaud, V. & Belongie, Serge, 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 705-711 7 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  54. Higher order learning with graphs

    Agarwal, S., Branson, K. & Belongie, Serge, 2006, In: ACM International Conference Proceeding Series. p. 17-24 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  55. Improving web-based image search via content based clustering

    Ben-Haim, N., Babenko, B. & Belongie, Serge, 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

    Research output: Contribution to journal › Conference article › Research › peer-review

  56. Matching with shape contexts

    Belongie, Serge, Mori, G. & Malik, J., 2006, In: Modeling and Simulation in Science, Engineering and Technology. 9780817643768, p. 81-105 25 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  57. Model order selection and cue combination for image segmentation

    Rabinovich, A., Lange, T., Buhmann, J. M. & Belongie, Serge, 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1130-1137 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  58. Structure and view estimation for tomographic reconstruction: A Bayesian approach

    Mallick, S. P., Agarwal, S., Kriegman, D. J., Belongie, Serge, Carragher, B. & Potter, C. S., 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2253-2260 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  59. Structure from periodic motion

    Belongie, Serge & Wills, J., 2006, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 16-24 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  60. Supervised learning of edges and object boundaries

    Dollár, P., Tu, Z. & Belongie, Serge, 2006, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1964-1971 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  61. Vision in the small: Reconstructing the structure of protein macromolecules from Cryo-Electron Micrographs

    Mallick, S., Agarwal, S., Kriegman, D., Belongie, Serge, Carragher, B. & Potter, C., 2006, p. 1-6. 6 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  62. Framework for parsing, visualizing and scoring tissue microarray images

    Rabinovich, A., Krajewski, S., Krajewska, M., Shabaik, A., Hewitt, S. M., Belongie, Serge, Reed, J. C. & Price, J. H., Apr 2006, In: IEEE Transactions on Information Technology in Biomedicine. 10, 2, p. 209-219 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  63. A feature-based approach for dense segmentation and estimation of large disparity motion

    Wills, J., Agarwal, S. & Belongie, Serge, Jun 2006, In: International Journal of Computer Vision. 68, 2, p. 125-143 19 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  64. 2007

  65. Feature mining for image classification

    Dollár, P., Tu, Z., Tao, H. & Belongie, Serge, 2007, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

    Research output: Contribution to journal › Conference article › Research › peer-review

  66. Generalized non-metric multidimensional scaling

    Agarwal, S., Lanckriet, G., Wills, J., Kriegman, D., Cayton, L. & Belongie, Serge, 2007, In: Journal of Machine Learning Research. 2, p. 11-18 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  67. Globally optimal affine and metric upgrades in stratified autocalibration

    Chandraker, M., Agarwal, S., Kriegman, D. & Belongie, Serge, 2007.

    Research output: Contribution to conference › Paper › Research › peer-review

  68. Learning to traverse image manifolds

    Dollár, P., Rabaud, V. & Belongie, Serge, 2007, In: Advances in Neural Information Processing Systems. p. 361-368 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  69. Non-isometric manifold learning: Analysis and an algorithm

    Dollár, P., Rabaud, V. & Belongie, Serge, 2007, p. 241-248. 8 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  70. Objects in context

    Rabinovich, A., Vedaldi, A., Galleguillos, C., Wiewiora, E. & Belongie, Serge, 2007.

    Research output: Contribution to conference › Paper › Research › peer-review

  71. Recognizing groceries in situ using in vitro training data

    Merler, M., Galleguillos, C. & Belongie, Serge, 2007, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

    Research output: Contribution to journal › Conference article › Research › peer-review

  72. Soylent grid: It's made of people!

    Steinbach, S., Rabaud, V. & Belongie, Serge, 2007.

    Research output: Contribution to conference › Paper › Research › peer-review

  73. Task specific local region matching

    Babenko, B., Dollár, P. & Belongie, Serge, 2007.

    Research output: Contribution to conference › Paper › Research › peer-review

  74. 2008

  75. Automatic co-registration of volumetric images based on implanted fiducial markers

    Koch, M., Maltz, J. S., Gangadharan, B., Bose, S., Shukla, H., Bani-Hashemi, A. R. & Belongie, Serge, 2008, In: 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. p. 1171-1174 4 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  76. Automatic coregistration of volumetric images based on implanted fiducial markers

    Koch, M., Maltz, J. S., Belongie, Serge, Gangadharan, B., Bose, S., Shukla, H. & Bani-Hashemi, A. R., 2008, In: Medical Physics. 35, 10, p. 4513-4523 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  77. Multiple component learning for object detection

    Dollár, P., Babenko, B., Belongie, Serge, Perona, P. & Tu, Z., 2008, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2, p. 211-224 14 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  78. Object categorization using co-occurrence, location and appearance

    Galleguillos, C., Rabinovich, A. & Belongie, Serge, 2008, In: 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR.

    Research output: Contribution to journal › Conference article › Research › peer-review

  79. Re-thinking non-rigid structure from motion

    Rabaud, V. & Belongie, Serge, 2008, In: 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR.

    Research output: Contribution to journal › Conference article › Research › peer-review

  80. Weakly supervised object localization with stable segmentations

    Galleguillos, C., Babenko, B., Rabinovich, A. & Belongie, Serge, 2008, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1, p. 193-207 15 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  81. Practical global optimization for multiview geometry

    Kahl, F., Agarwal, S., Chandraker, M. K., Kriegman, D. & Belongie, Serge, Sep 2008, In: International Journal of Computer Vision. 79, 3, p. 271-284 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  82. 2009

  83. A family of online boosting algorithms

    Babenko, B., Yang, M. H. & Belongie, Serge, 2009, In: 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 1346-1353 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  84. BUBL: An effective region labeling tool using a hexagonal lattice

    Galleguillos, C., Faymonville, P. & Belongie, Serge, 2009, In: 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 2072-2079 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  85. CAPTCHA-based image labeling on the Soylent Grid

    Faymonville, P., Wang, K., Miller, J. & Belongie, Serge, 2009, In: Proceedings of the ACM SIGKDD Workshop on Human Computation, HCOMP '09. p. 46-49 4 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  86. Fingerprint recognition system performance in the maritime environment

    Fakourfar, H. & Belongie, Serge, 2009, In: 2009 Workshop on Applications of Computer Vision, WACV 2009.

    Research output: Contribution to journal › Conference article › Research › peer-review

  87. Integral channel features

    Dollár, P., Tu, Z., Perona, P. & Belongie, Serge, 2009, In: British Machine Vision Conference, BMVC 2009 - Proceedings.

    Research output: Contribution to journal › Conference article › Research › peer-review

  88. Linear embeddings in Non-Rigid structure from motion

    Rabaud, V. & Belongie, Serge, 2009, In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 2427-2434 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  89. PhD Forum: A Distributed architecture for object tracking across intelligent vision sensor network with constrained resources

    Goshorn, J., Cruz, R. & Belongie, Serge, 2009, In: 2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009.

    Research output: Contribution to journal › Conference article › Research › peer-review

  90. SD-VBS: The san diego vision benchmark suite

    Venkata, S. K., Ahn, I., Jeon, D., Gupta, A., Louie, C., Garcia, S., Belongie, Serge & Taylor, M. B., 2009, In: Proceedings of the 2009 IEEE International Symposium on Workload Characterization, IISWC 2009. p. 55-64 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  91. Scenes vs. objects: A comparative study of two approaches to context based recognition

    Belongie, Serge & Rabinovich, A., 2009, In: 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. p. 92-99 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  92. Similarity metrics for categorization: From monolithic to category specific

    Babenko, B., Branson, S. & Belongie, Serge, 2009, In: Proceedings of the IEEE International Conference on Computer Vision. p. 293-300 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  93. Visual tracking with online multiple instance learning

    Babenko, B., Belongie, Serge & Yang, M. H., 2009, In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 983-990 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  94. Toward a perceptual space for gloss

    Wills, J., Agarwal, S., Kriegman, D. & Belongie, Serge, 1 Aug 2009, In: ACM Transactions on Graphics. 28, 4, p. 1-15 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  95. 2010

  96. Multi-class object localization by combining local contextual interactions

    Galleguillos, C., McFee, B., Belongie, Serge & Lanckriet, G., 2010, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 113-120 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  97. OpenScan: A fully transparent optical scan voting system

    Wang, K., Rescorla, E., Shacham, H. & Belongie, Serge, 2010.

    Research output: Contribution to conference › Paper › Research › peer-review

  98. Removing pedestrians from Google Street View images

    Flores, A. & Belongie, Serge, 2010, In: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. p. 53-58 6 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  99. The fastest pedestrian detector in the west

    Dollár, P., Belongie, Serge & Perona, P., 2010.

    Research output: Contribution to conference › Paper › Research › peer-review

  100. The multidimensional wisdom of crowds

    Welinder, P., Branson, S., Belongie, Serge & Perona, P., 2010, In: Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010.

    Research output: Contribution to journal › Conference article › Research › peer-review

  101. Toward real-time grocery detection for the visually impaired

    Winlock, T., Christiansen, E. & Belongie, Serge, 2010, In: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. p. 49-56 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  102. Visual recognition with humans in the loop

    Branson, S., Wah, C., Schroff, F., Babenko, B., Welinder, P., Perona, P. & Belongie, Serge, 2010, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 4, p. 438-451 14 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  103. Word spotting in the wild

    Wang, K. & Belongie, Serge, 2010, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1, p. 591-604 14 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  104. Project GroZi: Assistive Navigational Technology for the Visually Impaired

    Belongie, Serge, 28 Mar 2010, In: Journal of Vision. 7, 15, p. 37-37 1 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  105. Context based object categorization: A critical survey

    Galleguillos, C. & Belongie, Serge, Jun 2010, In: Computer Vision and Image Understanding. 114, 6, p. 712-722 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  106. Globally optimal algorithms for stratified autocalibration

    Chandraker, M., Agarwal, S., Kriegman, D. & Belongie, Serge, Nov 2010, In: International Journal of Computer Vision. 90, 2, p. 236-254 19 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  107. 2011

  108. Adaptively learning the crowd kernel

    Tamuz, O., Liu, C., Belongie, Serge, Shamir, O. & Kalai, A. T., 2011, In: Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 673-680 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  109. EdgeSonic: Image feature sonification for the visually impaired

    Yoshida, T., Kitani, K. M., Koike, H., Belongie, Serge & Schlei, K., 2011, In: ACM International Conference Proceeding Series.

    Research output: Contribution to journal › Conference article › Research › peer-review

  110. End-to-end scene text recognition

    Wang, K., Babenko, B. & Belongie, Serge, 2011, In: Proceedings of the IEEE International Conference on Computer Vision. p. 1457-1464 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  111. From region similarity to category discovery

    Galleguillos, C., Mcfee, B., Belongie, Serge & Lanckriet, G., 2011, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2665-2672 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  112. JBoost optimization of color detectors for autonomous underwater vehicle navigation

    Barngrover, C., Belongie, Serge & Kastner, R., 2011, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2, p. 155-162 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  113. Multiclass recognition and part localization with humans in the loop

    Wah, C., Branson, S., Perona, P. & Belongie, Serge, 2011, In: Proceedings of the IEEE International Conference on Computer Vision. p. 2524-2531 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  114. Multiple instance learning with manifold bags

    Babenko, B., Verma, N., Dollár, P. & Belongie, Serge, 2011, In: Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 81-88 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  115. Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgnger list comparison

    Schroff, F., Treibitz, T., Kriegman, D. & Belongie, Serge, 2011, In: Proceedings of the IEEE International Conference on Computer Vision. p. 2494-2501 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  116. Robust object tracking with online multiple instance learning

    Babenko, B., Yang, M. H. & Belongie, Serge, 2011, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 8, p. 1619-1632 14 p., 5674053.

    Research output: Contribution to journal › Journal article › Research › peer-review

  117. Strong supervision from weak annotation: Interactive training of deformable part models

    Branson, S., Perona, P. & Belongie, Serge, 2011, In: Proceedings of the IEEE International Conference on Computer Vision. p. 1832-1839 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  118. Wet fingerprint recognition: Challenges and opportunities

    Krishnasamy, P., Belongie, Serge & Kriegman, D., 2011, In: 2011 International Joint Conference on Biometrics, IJCB 2011.

    Research output: Contribution to journal › Conference article › Research › peer-review

  119. 2012

  120. Locally uniform comparison image descriptor

    Ziegler, A., Christiansen, E., Kriegman, D. & Belongie, Serge, 2012, In: Advances in Neural Information Processing Systems. p. 1-9 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  121. Non-rigid surface detection for gestural interaction with applicable surfaces

    Ziegler, A. & Belongie, Serge, 2012, In: Proceedings of IEEE Workshop on Applications of Computer Vision. p. 73-80 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  122. Urban tribes: Analyzing group photos from a social perspective

    Murillo, A. C., Kwak, I. S., Bourdev, L., Kriegman, D. & Belongie, Serge, 2012, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. 28-35 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  123. 2013

  124. Attribute-based detection of unfamiliar classes with humans in the loop

    Wah, C. & Belongie, Serge, 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 779-786 8 p., 6618950.

    Research output: Contribution to journal › Conference article › Research › peer-review

  125. Camera distance from face images

    Flores, A., Christiansen, E., Kriegman, D. & Belongie, Serge, 2013, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2, p. 513-522 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  126. Cross-view image geolocalization

    Lin, T. Y., Belongie, Serge & Hays, J., 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 891-898 8 p., 6618964.

    Research output: Contribution to journal › Conference article › Research › peer-review

  127. Efficient large-scale structured learning

    Branson, S., Beijbom, O. & Belongie, Serge, 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1806-1813 8 p., 6619080.

    Research output: Contribution to journal › Conference article › Research › peer-review

  128. Example based depth from fog

    Gibson, K. B., Belongie, Serge & Nguyen, T. Q., 2013, In: 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 728-732 5 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  129. Face box shape and verification

    Christiansen, E., Kwak, I. S., Belongie, Serge & Kriegman, D., 2013, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1, p. 550-561 12 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  130. From bikers to surfers: Visual recognition of Urban tribes

    Kwak, I. S., Murillo, A. C., Belhumeur, P. N., Kriegman, D. & Belongie, Serge, 2013.

    Research output: Contribution to conference › Paper › Research › peer-review

  131. Match-time covariance for descriptors

    Christiansen, E., Rabaud, V., Ziegler, A., Kriegman, D. & Belongie, Serge, 2013.

    Research output: Contribution to conference › Paper › Research › peer-review

  132. Relative ranking of facial attractiveness

    Altwaijry, H. & Belongie, Serge, 2013, In: Proceedings of IEEE Workshop on Applications of Computer Vision. p. 117-124 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  133. Ultra-wide baseline aerial imagery matching in urban environments

    Altwaijry, H. & Belongie, Serge, 2013.

    Research output: Contribution to conference › Paper › Research › peer-review

  134. 2014

  135. Bird species categorization using pose normalized deep convolutional nets

    Branson, S., Van Horn, G., Belongie, Serge & Perona, P., 2014.

    Research output: Contribution to conference › Paper › Research › peer-review

  136. Improving streaming video segmentation with early and mid-level visual processing

    Tripathi, S., Hwang, Y., Belongie, Serge & Nguyen, T., 2014, In: 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. p. 477-484 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  137. Microsoft COCO: Common objects in context

    Lin, T. Y., Maire, M., Belongie, Serge, Hays, J., Perona, P., Ramanan, D., Dollár, P. & Zitnick, C. L., 2014, Lecture Notes in Computer Science, Springer. PART 5 ed. Vol. 8693 LNCS. p. 740-755 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  138. Recognizing locations with Google Glass: A case study

    Altwaijry, H., Moghimi, M. & Belongie, Serge, 2014, In: 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. p. 167-174 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  139. Video text detection and recognition: Dataset and benchmark

    Nguyen, P. X., Wang, K. & Belongie, Serge, 2014, In: 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. p. 776-783 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  140. Regression and classification methods for nasolabial folds: A possible paradigm for computer-aided diagnosis of skin diseases

    Lluncor, D. E., Belongie, Serge, Rullan, P. & Morhenn, V., Jan 2014, In: Journal of Dermatology. 41, 1, p. 92-97 6 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  141. Analyzing sedentary behavior in life-logging images

    Moghimi, M., Wu, W., Chen, J., Godbole, S., Marshall, S., Kerr, J. & Belongie, Serge, 28 Jan 2014, In: 2014 IEEE International Conference on Image Processing, ICIP 2014. p. 1011-1015 5 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  142. Cost-Effective HITs for Relative Similarity Comparisons

    Wilber, M. J., Kwak, I. S. & Belongie, Serge, 12 Apr 2014.

    Research output: Working paper › Preprint › Research

  143. Editorial: Special issue on active and interactive methods in computer vision

    Grauman, K. & Belongie, Serge, May 2014, In: International Journal of Computer Vision. 108, 1-2, p. 1-2 2 p.

    Research output: Contribution to journal › Editorial › Research › peer-review

  144. The ignorant led by the blind: A hybrid human-machine vision system for fine-grained categorization

    Branson, S., Van Horn, G., Wah, C., Perona, P. & Belongie, Serge, May 2014, In: International Journal of Computer Vision. 108, 1-2, p. 3-29 27 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  145. Fast feature pyramids for object detection

    Dollar, P., Appel, R., Belongie, Serge & Perona, P., Aug 2014, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 8, p. 1532-1545 14 p., 6714453.

    Research output: Contribution to journal › Journal article › Research › peer-review

  146. Adaptive ranking of facial attractiveness

    Cao, C., Kwak, I. S., Belongie, Serge, Kriegman, D. & Ai, H., 3 Sep 2014, In: Proceedings - IEEE International Conference on Multimedia and Expo. 2014-September, Septmber, 6890147.

    Research output: Contribution to journal › Conference article › Research › peer-review

  147. Experiments on an RGB-D wearable vision system for egocentric activity recognition

    Moghimi, M., Azagra, P., Montesano, L., Murillo, A. C. & Belongie, Serge, 24 Sep 2014, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. 611-617 7 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  148. Similarity comparisons for interactive fine-grained categorization

    Wah, C., Horn, G. V., Branson, S., Maji, S., Perona, P. & Belongie, Serge, 24 Sep 2014, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 859-866 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  149. A PROPOSED 360 degrees SCORING METHOD TO REPLACE CONVENTIONAL BIDIMENSIONAL MOPRHOLOGICAL ANALYSIS.

    Levine, B. A., Feinstein, J., Neri, Q. V., Goldschlag, D., Belongie, Serge, Rosenwaks, Z. & Palermo, G. D., Oct 2014, In: Fertility and Sterility. 102, 3, p. E99-E100 2 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  150. 2015

  151. Discriminative regions: A substrate for analyzing life-logging image sequences

    Moghimi, M., Kerr, J., Johnson, E., Godbole, S. & Belongie, Serge, 2015, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 357-368 12 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  152. Semisynthetic versus real-world sonar training data for the classification of mine-like objects

    Barngrover, C., Kastner, R. & Belongie, Serge, 1 Jan 2015, In: IEEE Journal of Oceanic Engineering. 40, 1, p. 48-56 9 p., 6716087.

    Research output: Contribution to journal › Review › Research › peer-review

  153. Learning concept embeddings with combined human-machine expertise

    Wilber, M. J., Kwak, I. S., Kriegman, D. & Belongie, Serge, 17 Feb 2015, In: Proceedings of the IEEE International Conference on Computer Vision. p. 981-989 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  154. Learning visual clothing style with heterogeneous dyadic co-occurrences

    Veit, A., Kovacs, B., Bell, S., McAuley, J., Bala, K. & Belongie, Serge, 17 Feb 2015, In: Proceedings of the IEEE International Conference on Computer Vision. p. 4642-4650 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  155. Learning localized perceptual similarity metrics for interactive categorization

    Wah, C., Maji, S. & Belongie, Serge, 19 Feb 2015, In: Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015. p. 502-509 8 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  156. Hardware feasibility analysis for motion segmentation initialization

    Tripathi, S., Youngbae Hwang, Y., Sung-Joon, J., Belongie, Serge & Truong, N., 16 Apr 2015, In: ISOCC 2014 - International SoC Design Conference. p. 148-149 2 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  157. Three-dimensional sperm surface reconstruction analysis yields more consistent and accurate results than conventional bi-dimensional morphological analysis

    Levine, B. A., Chung, E., Feinstein, J., Neri, Q. V., Goldschlag, D., Belongie, Serge, Rosenwaks, Z. & Palermo, G. D., Jun 2015, In: Human Reproduction. 30, p. 170-171 2 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  158. Cloud motion and stability estimation for intra-hour solar forecasting

    Chow, C. W., Belongie, Serge & Kleissl, J., 1 Jun 2015, In: Solar Energy. 115, p. 645-655 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  159. Tropel: Crowdsourcing Detectors with Minimal Training

    Belongie, Serge, Patterson, G., Perona, P. & Hays, J., 23 Sep 2015, Proceedings of the AAAI Conference on Human Computation and Crowdsourcing. 1 ed. Vol. 3. p. 150-159 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  160. On Optimizing Human-Machine Task Assignments

    Belongie, S., Veit, A., Wilber, M. J., Vaish, R., Davis, J., Anand, V., Aviral, A., Chakrabarty, P., Chandak, Y., Chaturvedi, S., Devaraj, C., Dhall, A., Dwivedi, U., Gupte, S., Sridhar, S. N., Paga, K., Pahuja, A., Raisinghani, A., Sharma, A., Sharma, S. & 34 others, Sinha, D., Thakkar, N., Vignesh, K. B., Verma, U., Abhishek, K., Agrawal, A., Aishwarya, A., Bhattacharjee, A., Dhanasekar, S., Gullapalli, V. K., Gupta, S., Chandana, G., Jain, K., Kapur, S., Kasula, M., Kumar, S., Kundaliya, P., Mathur, U., Mishra, A., Mudgal, A., Nadimpalli, A., Nihit, M. S., Periwal, A., Sagar, A., Shah, A., Sharma, V., Sharma, Y., Siddiqui, F., Singh, V., Abhinav, S., Tambwekar, P., Taskin, R., Tripathi, A. & Yadav, A. D., 24 Sep 2015, (Submitted) 2 p.

    Research output: Working paper › Preprint › Research

  161. Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection

    Van Horn, G., Branson, S., Farrell, R., Haber, S., Barry, J., Ipeirotis, P., Perona, P. & Belongie, Serge, 14 Oct 2015, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 595-604 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  162. Learning deep representations for ground-to-aerial geolocalization

    Lin, T. Y., Cui, Y., Belongie, Serge & Hays, J., 14 Oct 2015, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5007-5015 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  163. PlateClick: Bootstrapping food preferences through an adaptive visual interface

    Yang, L., Cui, Y., Zhang, F., Pollak, J. P., Belongie, Serge & Estrin, D., 17 Oct 2015, In: International Conference on Information and Knowledge Management, Proceedings. p. 183-192 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  164. Three-dimensional sperm surface reconstruction: A novel approach to assessing sperm morphology

    Levine, B. A., Feinstein, J., Neri, Q. V., Goldschlag, D., Rosenwaks, Z., Belongie, Serge & Palermo, G. D., 1 Dec 2015, In: Fertility and Sterility. 104, 6, p. e14-e15

    Research output: Contribution to journal › Journal article › Research › peer-review

  165. 2016

  166. Bayesian representation learning with oracle constraints

    Karaletsos, T., Belongie, Serge & Rätsch, G., 2016.

    Research output: Contribution to conference › Paper › Research › peer-review

  167. Published

    Boosted convolutional neural networks

    Moghimi, M., Saberian, M., Yang, J., Li, L. J., Vasconcelos, N. & Belongie, Serge, 2016, p. 24.1-24.13.

    Research output: Contribution to conference › Paper › Research › peer-review

  168. Context matters: Refining object detection in video with recurrent neural networks

    Tripathi, S., Lipton, Z. C., Belongie, Serge & Nguyen, T., 2016, p. 1-12. 12 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  169. Cross-View Image Geo-localization

    Lin, T., Belongie, Serge & Hays, J., 2016, In: Advances in Computer Vision and Pattern Recognition. p. 59-76

    Research output: Contribution to journal › Journal article › Research › peer-review

  170. Learning to detect and match keypoints with deep architectures

    Altwaijry, H., Veit, A. & Belongie, Serge, 2016, p. 49.1-49.12.

    Research output: Contribution to conference › Paper › Research › peer-review

  171. Residual networks behave like ensembles of relatively shallow networks

    Veit, A., Wilber, M. & Belongie, Serge, 2016, In: Advances in Neural Information Processing Systems. p. 550-558 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  172. Yum-me: Personalized Healthy Meal Recommender System [arXiv]

    Longqi, Y., Cheng-Kang, H., Hongjian, Y., Dell, N., Belongie, Serge & Estrin, D., 2016, In: arXiv. p. 13 pp.

    Research output: Contribution to journal › Journal article › Research › peer-review

  173. Semantic video segmentation: Exploring inference efficiency

    Tripathi, S., Belongie, Serge, Hwang, Y. & Nguyen, T., 8 Feb 2016, In: ISOCC 2015 - International SoC Design Conference: SoC for Internet of Everything (IoE). p. 157-158 2 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  174. Visipedia circa 2015

    Belongie, Serge & Perona, P., 1 Mar 2016, In: Pattern Recognition Letters. 72, p. 15-24 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  175. Can we still avoid automatic face detection?

    Wilber, M. J., Shmatikov, V. & Belongie, Serge, 23 May 2016, In: 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016.

    Research output: Contribution to journal › Conference article › Research › peer-review

  176. Detecting temporally consistent objects in videos through object class label propagation

    Tripathi, S., Belongie, Serge, Hwang, Y. & Nguyen, T., 23 May 2016, In: 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016.

    Research output: Contribution to journal › Conference article › Research › peer-review

  177. COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

    Belongie, Serge, Veit, A., Matera, T., Neumann, L. & Matas, J., 19 Jun 2016, (Submitted) 8 p.

    Research output: Working paper › Preprint › Research

  178. Fine-grained categorization and dataset bootstrapping using deep metric learning with humans in the loop

    Cui, Y., Zhou, F., Lin, Y. & Belongie, Serge, 9 Dec 2016, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1153-1162 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  179. Learning to Match Aerial Images with Deep Attentive Architectures

    Altwaijry, H., Trulls, E., Hays, J., Fua, P. & Belongie, Serge, 9 Dec 2016, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3539-3547 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  180. 2017

  181. Collaborative metric learning

    Hsieh, C. K., Yang, L., Cui, Y., Lin, T. Y., Belongie, Serge & Estrin, D., 2017, In: 26th International World Wide Web Conference, WWW 2017. p. 193-201 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  182. Kernel Pooling for Convolutional Neural Networks

    Cui, Y., Zhou, F., Wang, J., Liu, X., Lin, Y. & Belongie, Serge, 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 3049-3058 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  183. Smart Kitchen: A Multi-Modal AR System

    Belongie, Serge, Mendez, A., Liu, Z. & Chien, E. J., 2017, 10 p.

    Research output: Other contribution › Net publication - Internet publication › Research › peer-review

  184. Yum-Me: A personalized nutrient-based meal recommender system

    Yang, L., Hsieh, C. K., Yang, H., Pollak, J. P., Dell, N., Belongie, Serge, Cole, C. & Estrin, D., Apr 2017, In: ACM Transactions on Information Systems. 36, 1, 7.

    Research output: Contribution to journal › Journal article › Research › peer-review

  185. ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17)

    Shi, B., Yao, C., Liao, M., Yang, M., Xu, P., Cui, L., Belongie, Serge, Lu, S. & Bai, X., 2 Jul 2017, In: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 1429-1434 6 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  186. Crowd research: Open and scalable university laboratories

    Vaish, R., Gaikwad, S. S., Kovacs, G., Veit, A., Krishna, R., Ibarra, I. A., Simoiu, C., Wilber, M., Belongie, Serge, Goel, S., Davis, J. & Bernstein, M. S., 20 Oct 2017, In: UIST 2017 - Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology. p. 829-843 15 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  187. Conditional similarity networks

    Veit, A., Belongie, Serge & Karaletsos, T., 6 Nov 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 1781-1789 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  188. Detecting oriented text in natural images by linking segments

    Shi, B., Bai, X. & Belongie, Serge, 6 Nov 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 3482-3490 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  189. Feature pyramid networks for object detection

    Lin, T. Y., Dollár, P., Girshick, R., He, K., Hariharan, B. & Belongie, Serge, 6 Nov 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 936-944 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  190. Learning from noisy large-scale datasets with minimal supervision

    Veit, A., Alldrin, N., Chechik, G., Krasin, I., Gupta, A. & Belongie, Serge, 6 Nov 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 6575-6583 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  191. Stacked generative adversarial networks

    Huang, X., Li, Y., Poursaeed, O., Hopcroft, J. & Belongie, Serge, 6 Nov 2017, In: Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 1866-1875 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  192. BAM! the Behance Artistic Media Dataset for Recognition beyond Photography

    Wilber, M. J., Fang, C., Jin, H., Hertzmann, A., Collomosse, J. & Belongie, Serge, 22 Dec 2017, In: Proceedings of the IEEE International Conference on Computer Vision. p. 1211-1220 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  193. 2018

  194. ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18)

    Ding, J., Zhu, Z., Xia, G. S., Bai, X., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  195. Learning single-view 3D reconstruction with limited pose supervision

    Yang, G., Cui, Y., Belongie, Serge & Hariharan, B., 2018, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 90-105 16 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  196. Multimodal Unsupervised Image-to-Image Translation

    Huang, X., Liu, M. Y., Belongie, Serge & Kautz, J., 2018, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 179-196 18 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  197. ICDAR2017 Robust Reading Challenge on COCO-Text

    Gomez, R., Shi, B., Gomez, L., Numann, L., Veit, A., Matas, J., Belongie, Serge & Karatzas, D., 25 Jan 2018, In: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 1435-1443 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  198. ICDAR2017 Robust Reading Challenge on COCO-Text

    Belongie, Serge, Gómez, R., Shi, B., Gomez-Pujol, L., Neumann, L., Veit, A., Matas, J. & Karatzas, D., 29 Jan 2018, In: IEEE Xplore Digital Library. 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  199. Vision-based real estate price estimation

    Poursaeed, O., Matera, T. & Belongie, Serge, 1 May 2018, In: Machine Vision and Applications. 29, 4, p. 667-676 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  200. PointAR EVW18 Poster

    Belongie, Serge, Haraldsson, H., Tal, D. & García, K. P., 18 Jun 2018

    Research output: Non-textual form › 2D/3D (psysical products) › Research › peer-review

  201. Semantic Segmentation with Scarce Data

    Belongie, Serge, Katsman, I., Tripathi, R. & Velt, A., 2 Aug 2018, (Submitted) 5 p.

    Research output: Working paper › Preprint › Research

  202. Unbiased offline recommender evaluation for missing-not-at-random implicit feedback

    Yang, L., Wang, C., Cui, Y., Belongie, Serge, Xuan, Y. & Estrin, D., 27 Sep 2018, In: RecSys 2018 - 12th ACM Conference on Recommender Systems. p. 279-287 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  203. Controllable Video Generation with Sparse Trajectories

    Hao, Z., Huang, X. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7854-7863 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  204. DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

    Xia, G. S., Bai, X., Ding, J., Zhu, Z., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 14 Dec 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, p. 3974-3983 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  205. Generative Adversarial Perturbations

    Poursaeed, O., Katsman, I., Gao, B. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 4422-4431 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  206. Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

    Cui, Y., Song, Y., Sun, C., Howard, A. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 4109-4118 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  207. Lean Multiclass Crowdsourcing

    Horn, G. V., Branson, S., Loarie, S., Belongie, Serge & Perona, P., 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2714-2723 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  208. Learning to Evaluate Image Captioning

    Cui, Y., Yang, G., Veit, A., Huang, X. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5804-5812 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  209. Separating Self-Expression and Visual Content in Hashtag Supervision

    Veit, A., Nickel, M., Belongie, Serge & Maaten, L. V. D., 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5919-5927 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  210. The iNaturalist Species Classification and Detection Dataset

    Horn, G. V., Aodha, O. M., Song, Y., Cui, Y., Sun, C., Shepard, A., Adam, H., Perona, P. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 8769-8778 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  211. 2019

  212. Annotate All ! A Perspective Preserved Asynchronous Annotation System for Collaborative Augmented Reality

    Belongie, Serge, Tseng, P. Y. & Haraldsson, H., 2019, 3 p.

    Research output: Other contribution › Net publication - Internet publication › Research › peer-review

  213. Anon-Emoji: An Optical See-Through Augmented Reality System for Reducing Appearance Bias in Social Interactions

    Belongie, Serge, Sun, R., Haraldsson, H. & Zhao, Y., 2019, (Submitted). 4 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  214. Arbitrary style transfer in real-time with adaptive instance normalization

    Huang, X. & Belongie, Serge, 2019.

    Research output: Contribution to conference › Paper › Research › peer-review

  215. Deep fundamental matrix estimation without correspondences

    Poursaeed, O., Yang, G., Prakash, A., Fang, Q., Jiang, H., Hariharan, B. & Belongie, Serge, 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 485-497 13 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  216. Generating Spatial Attention Cues via Illusory Motion

    Belongie, Serge, Jensen, J. N., Hannemose, M., Wilm, J., Dahl, A. B. & Frisvad, J. R., 2019. 3 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  217. Positional normalization

    Li, B., Wu, F., Weinberger, K. Q. & Belongie, Serge, 2019, In: Advances in Neural Information Processing Systems. 32

    Research output: Contribution to journal › Conference article › Research › peer-review

  218. The Fashionpedia Ontology and Fashion Segmentation Dataset

    Belongie, Serge, Jia, M., Shi, M., Sirotenko, M., Cui, Y., Hariharan, B. & Cardie, C., 2019, 5 p.

    Research output: Other contribution › Research

  219. Understanding image quality and trust in peer-to-peer marketplaces

    Ma, X., Mezghani, L., Wilber, K., Hong, H., Piramuthu, R., Naaman, M. & Belongie, Serge, 4 Mar 2019, In: Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. p. 511-520 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  220. Class-balanced loss based on effective number of samples

    Cui, Y., Jia, M., Lin, T. Y., Song, Y. & Belongie, Serge, Jun 2019, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 9260-9269 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  221. Learning data-adaptive interest points through epipolar adaptation

    Yang, G., Malisiewicz, T. & Belongie, Serge, Jun 2019, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. 1-7 7 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  222. The iMet Collection 2019 Challenge Dataset

    Belongie, Serge, Zhang, C., Kaeser-Chen, C., Vesom, G., Choi, J. & Kessler, M., 3 Jun 2019, (Submitted) 3 p.

    Research output: Working paper › Preprint › Research

  223. The iMaterialist Fashion Attribute Dataset

    Belongie, Serge, Guo, S., Huang, W., Zhang, X., Srikhanta, P., Cui, Y., Li, Y., Scott, M. R. & Adam, H., 13 Jun 2019, (Submitted) arxiv.org, 10 p.

    Research output: Working paper › Preprint › Research

  224. Training Machines to Identify Species using GBIF-mediated Datasets

    Belongie, Serge, Robertson, T., Adam, H., Kaeser-Chen, C., Zhang, C., Tan, K. C., Liu, Y., Brulé, D., Deltheil, C., Loarie, S., van Horn, G., Mac Aodha, O., Beery, S., Perona, P., Copas, K. & Waller, J. T., 19 Jun 2019.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  225. Adversarial Example Decomposition

    Belongie, Serge, He, H., Jiang, Q., Katsman, I. & Lim, S. N., 21 Jun 2019, (Submitted) 7 p.

    Research output: Working paper › Preprint › Research

  226. FoodX-251: A Dataset for Fine-grained Food Classification

    Belongie, Serge, Kaur, P., Sikka, K., Wang, W. & Divakaran, A., 14 Jul 2019, (Submitted) 5 p.

    Research output: Working paper › Preprint › Research

  227. Anon-Emoji: An optical see-Through augmented reality system for children with autism spectrum disorders to promote understanding of facial expressions and emotions

    Sun, R., Haraldsson, H., Zhao, Y. & Belongie, Serge, Oct 2019, In: Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019. p. 448-450 3 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  228. Published

    Enhancing adversarial example transferability with an intermediate level attack

    Huang, Q., Katsman, I., Gu, Z., He, H., Belongie, Serge & Lim, S. N., Oct 2019, In: Proceedings of the IEEE International Conference on Computer Vision. p. 4732-4741 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  229. Pointflow: 3D point cloud generation with continuous normalizing flows

    Yang, G., Huang, X., Hao, Z., Liu, M. Y., Belongie, Serge & Hariharan, B., Oct 2019, In: Proceedings of the IEEE International Conference on Computer Vision. p. 4540-4549 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  230. Towards Ethical Deployment of AI for Conservation Systems

    Belongie, Serge, Kaeser-Chen, C., Birch, T., Chou, K., Gadot, T., Adam, H., Robertson, T., Fegraus, E. & Morris, D., Oct 2019. 3 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  231. 2020

  232. A Metric Learning Reality Check

    Musgrave, K., Belongie, Serge & Lim, S. N., 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 681-699 19 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  233. Differentiating through the fŕechet mean

    Lou, A., Katsman, I., Jiang, Q., Belongie, Serge, Lim, S. N. & Sa, C. D., 2020, In: 37th International Conference on Machine Learning, ICML 2020. p. 6349-6359 11 p.

    Research output: Contribution to journal › Conference article › Research

  234. DualSDF: Semantic shape manipulation using a two-level representation

    Hao, Z., Averbuch-Elor, H., Snavely, N. & Belongie, Serge, 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7628-7638 11 p., 9157166.

    Research output: Contribution to journal › Conference article › Research › peer-review

  235. End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection

    Qian, R., Garg, D., Wang, Y., You, Y., Belongie, Serge, Hariharan, B., Campbell, M., Weinberger, K. Q. & Chao, W. L., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5880-5889 10 p., 9157553.

    Research output: Contribution to journal › Conference article › Research › peer-review

  236. Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset

    Jia, M., Shi, M., Sirotenko, M., Cui, Y., Cardie, C., Hariharan, B., Adam, H. & Belongie, Serge, 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 316-332 17 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  237. Learning Gradient Fields for Shape Generation

    Cai, R., Yang, G., Averbuch-Elor, H., Hao, Z., Belongie, Serge, Snavely, N. & Hariharan, B., 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 364-381 18 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  238. Neural naturalist: Generating fine-grained image comparisons

    Forbes, M., Kaeser-Chen, C., Sharma, P. & Belongie, Serge, 2020, In: EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. p. 708-717 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  239. Transfer learning in computer vision tasks: Remember where you come from

    Li, X., Grandvalet, Y., Davoine, F., Cheng, J., Cui, Y., Zhang, H., Belongie, Serge, Tsai, Y. H. & Yang, M. H., 2020, In: Image and Vision Computing. 93, 103853.

    Research output: Contribution to journal › Journal article › Research › peer-review

  240. Neural Puppet: Generative Layered Cartoon Characters

    Poursaeed, O., Kim, V. G., Shechtman, E., Saito, J. & Belongie, Serge, Mar 2020, In: Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. p. 3335-3345 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  241. Convolutional Networks with Adaptive Inference Graphs

    Veit, A. & Belongie, Serge, 1 Mar 2020, In: International Journal of Computer Vision. 128, 3, p. 730-741 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  242. Head-mounted Augmented Reality for Guided Surface Reflectance Capture

    Belongie, Serge, Haraldsson, H., Skovsen, S., Lim, S. N., Marschner, S. & Davis, A., Jun 2020. 3 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  243. An algorithm competition for automatic species identification from herbarium specimens

    Little, D. P., Tulig, M., Tan, K. C., Liu, Y., Belongie, Serge, Kaeser-Chen, C., Michelangeli, F. A., Panesar, K., Guha, R. V. & Ambrose, B. A., 1 Jun 2020, In: Applications in Plant Sciences. 8, 6, e11365.

    Research output: Contribution to journal › Journal article › Research › peer-review

  244. The Plant Pathology Challenge 2020 data set to classify foliar disease of apples

    Thapa, R., Zhang, K., Snavely, N., Belongie, Serge & Khan, A., 1 Sep 2020, In: Applications in Plant Sciences. 8, 9, e11390.

    Research output: Contribution to journal › Journal article › Research › peer-review

  245. Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition

    Skovsen, S. K., Haraldsson, H., Davis, A., Karstoft, H. & Belongie, Serge, Nov 2020, In: Adjunct Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020. p. 167-171 5 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  246. 2021

  247. Benchmarking representation learning for natural world image collections

    van Horn, G., Cole, E., Beery, S., Wilber, K., Belongie, Serge & Aodha, O. M., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 12879-12888 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  248. Intentonomy: A dataset and study towards human intent understanding

    Jia, M., Wu, Z., Reiter, A., Cardie, C., Belongie, Serge & Lim, S. N., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 12981-12991 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  249. LUAI Challenge 2021 on Learning to Understand Aerial Images

    Xia, G. S., Ding, J., Qian, M., Xue, N., Han, J., Bai, X., Yang, M. Y., Li, S., Belongie, S., Luo, J., Datcu, M., Pelillo, M., Zhang, L., Zhou, Q., Yu, C. H., Hu, K., Bu, Y., Tan, W., Yang, Z., Li, W. & 16 others, Liu, S., Zhao, J., Ma, T., Gao, Z. H., Wang, L., Zuo, Y., Jiao, L., Meng, C., Wang, H., Wang, J., Hui, Y., Dong, Z., Zhang, J., Bao, Q., Zhang, Z. & Liu, F., 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 762-768 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  250. Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

    Ding, J., Xue, N., Xia, G. S., Bai, X., Yang, W., Yang, M., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 2021, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

    Research output: Contribution to journal › Journal article › Research › peer-review

  251. On feature normalization and data augmentation

    Li, B., Wu, F., Lim, S. N., Belongie, Serge & Weinberger, K. Q., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 12378-12387 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  252. Spatiotemporal Contrastive Video Representation Learning

    Qian, R., Meng, T., Gong, B., Yang, M. H., Wang, H., Belongie, Serge & Cui, Y., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 6960-6970 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  253. Stay Positive: Non-Negative Image Synthesis for Augmented Reality

    Luo, K., Yang, G., Xian, W., Haraldsson, H., Hariharan, B. & Belongie, Serge, 2021, In: IEEE Conference on Computer Vision and Pattern Recognition. p. 10045-10055 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  254. Occluded Video Instance Segmentation: A Benchmark

    Qi, J., Gao, Y., Hu, Y., Wang, X., Liu, X., Bai, X., Belongie, Serge, Yuille, A., Torr, P. H. S. & Bai, S., 2 Feb 2021.

    Research output: Working paper › Preprint › Research

  255. The Plant Pathology 2021 Challenge dataset to classify foliar disease of apples

    Belongie, Serge, Wang, Q., Snavely, N. & Khan, A., 26 May 2021, (Submitted). 3 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  256. The Herbarium 2021 Half-Earth Challenge Dataset

    Belongie, Serge, de Lutio, R., Little, D. P. & Ambrose, B. A., 28 May 2021, (Submitted) 6 p.

    Research output: Working paper › Preprint › Research

  257. Single Image Texture Translation for Data Augmentation

    Belongie, Serge, Cui, Y., Lin, T. Y. & Li, B., 25 Jun 2021, (Submitted) 14 p.

    Research output: Working paper › Preprint › Research

  258. Continuous Travel in Virtual Reality Using a 3D Portal

    Atkins, A., Belongie, Serge & Haraldsson, H., 10 Oct 2021, Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021. Association for Computing Machinery, Inc, p. 51-54 4 p. (Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  259. Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge

    Belongie, Serge, Qi, J., Gao, Y., Wang, X., Liu, X., Bai, X., Yuille, A., Torr, P. H. S. & Bai, S., 15 Nov 2021, (Submitted) 11 p.

    Research output: Working paper › Preprint › Research

  260. 2022
  261. Published

    Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

    Van Horn, G., Qian, R., Wilber, K., Adam, H., Mac Aodha, O. & Belongie, Serge, 2022, Computer Vision – ECCV 2022 : 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 271-289 19 p. (Lecture Notes in Computer Science, Vol. 13668 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  262. Published

    Exploring Temporal Granularity in Self-Supervised Video Representation Learning

    Li, Y., Yuan, L., Gong, B., Liu, T., Brown, M., Belongie, Serge, Yang, M. H., Adam, H. & Cui, Y., 2022, arXiv.org, 13 p.

    Research output: Working paper › Preprint › Research

  263. Published

    Fine-Grained Image Analysis with Deep Learning: A Survey

    Wei, X. S., Song, Y. Z., Mac Aodha, O., Wu, J., Peng, Y., Tang, J., Yang, J. & Belongie, Serge, 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 12, p. 8927-8948

    Research output: Contribution to journal › Journal article › Research › peer-review

  264. Implicit Neural Representations with Levels-of-Experts

    Hao, Z., Mallya, A., Belongie, Serge & Liu, M. Y., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, 13 p. (Advances in Neural Information Processing Systems, Vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  265. Published

    Language-driven Semantic Segmentation

    Li, B., Weinberger, K. Q., Belongie, Serge, Koltun, V. & Ranftl, R., 2022, arXiv.org, 13 p.

    Research output: Working paper › Preprint › Research

  266. Published

    Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models

    Qian, R., Xu, Z., Yang, M. H., Belongie, Serge & Cui, Y., 2022, arXiv.org, 14 p.

    Research output: Working paper › Preprint › Research

  267. Published

    Neural Image Recolorization for Creative Domains

    Li, B., Belongie, Serge, Lim, S. N. & Davis, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society Press, p. 2225-2229 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  268. Published

    Occluded Video Instance Segmentation: A Benchmark

    Qi, J., Gao, Y., Hu, Y., Wang, X., Liu, X., Bai, X., Belongie, Serge, Yuille, A., Torr, P. H. S. & Bai, S., 2022, In: International Journal of Computer Vision. 130, p. 2022-2039

    Research output: Contribution to journal › Journal article › Research › peer-review

  269. Published

    On Label Granularity and Object Localization

    Cole, E., Wilber, K., Van Horn, G., Yang, X., Fornoni, M., Perona, P., Belongie, Serge, Howard, A. & Aodha, O. M., 2022, Computer Vision – ECCV 2022 : 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 604-620 17 p. (Lecture Notes in Computer Science, Vol. 13670 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  270. Published

    Polynomial Neural Fields for Subband Decomposition and Manipulation

    Yang, G., Benaim, S., Jampani, V., Genova, K., Barron, J. T., Funkhouser, T., Hariharan, B. & Belongie, Serge, 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  271. Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

    Belongie, Serge, Tripathi, S., Collins, M. D. & Brown, M., 2022, 10 p.

    Research output: Working paper › Preprint › Research

  272. Published

    PyTorch Adapt

    Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 5 p.

    Research output: Working paper › Preprint › Research

  273. Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis

    Shen, F. Y., Luo, K., Yang, G., Haraldsson, H. & Belongie, Serge, 2022, arXiv.org, 5 p.

    Research output: Working paper › Preprint › Research

  274. Published

    Rethinking Nearest Neighbors for Visual Classification

    Jia, M., Chen, B., Cardie, C., Wu, Z., Belongie, Serge & Lim, S., 2022, arXiv.org, 16 p.

    Research output: Working paper › Preprint › Research

  275. Published

    Text-Driven Stylization of Video Objects

    Loeschcke, S., Belongie, Serge & Benaim, S., 2022. 17 p.

    Research output: Contribution to conference › Paper › Research

  276. Published

    Unsupervised Domain Adaptation: A Reality Check

    Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 22 p.

    Research output: Working paper › Preprint › Research

  277. Published

    Visual Prompt Tuning

    Jia, M., Tang, L., Chen, B. C., Cardie, C., Belongie, Serge, Hariharan, B. & Lim, S. N., 2022, Computer Vision – ECCV 2022: 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 709-727 19 p. (Lecture Notes in Computer Science, Vol. 13693 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  278. Published

    Volumetric Disentanglement for 3D Scene Manipulation

    Benaim, S., Warburg, F., Christensen, Peter Ebert & Belongie, Serge, 2022, arXiv.org, 19 p.

    Research output: Working paper › Preprint › Research

  279. Published

    When Does Contrastive Visual Representation Learning Work?

    Cole, E., Yang, X., Wilber, K., Mac Aodha, O. & Belongie, Serge, 2022, arXiv.org, 19 p.

    Research output: Working paper › Preprint › Research

  280. Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization

    Wang, J., Tu, Z., Fu, J., Sebe, N. & Belongie, Serge, 1 Feb 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 2, p. 560-562 3 p.

    Research output: Contribution to journal › Editorial › Research › peer-review

  281. Published

    The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition

    de Lutio, R., Park, J. Y., Watson, K. A., D'Aronco, S., Wegner, J. D., Wieringa, J. J., Tulig, M., Pyle, R. L., Gallaher, T. J., Brown, G., Guymer, G., Franks, A., Ranatunga, D., Baba, Y., Belongie, Serge, Michelangeli, F. A., Ambrose, B. A. & Little, D. P., 1 Feb 2022, In: Frontiers in Plant Science. 12, p. 1-15 787127.

    Research output: Contribution to journal › Journal article › Research › peer-review

  282. Exploring Visual Engagement Signals for Representation Learning

    Belongie, Serge, Wu, Z., Cardie, C., Jia, M., Reiter, A. & Lim, S., 28 Feb 2022, In: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), p. 4186-4197 12 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  283. GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds

    Belongie, Serge, Hao, Z., Mallya, A. & Liu, M. Y., 28 Feb 2022, In: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), p. 14052-12062 11 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  284. Robustness and Generalization via Generative Adversarial Training

    Belongie, Serge, Poursaeed, O., Jiang, T., Yang, H. & Lim, S., 28 Feb 2022, In: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), p. 15691-15700 10 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  285. Published

    Visual Prompt Tuning

    Jia, M., Tang, L., Chen, B., Cardie, C., Belongie, Serge & Hariharan, B., 23 Mar 2022, arXiv.org, 34 p.

    Research output: Working paper › Preprint › Research

  286. 2023
  287. Published

    A Vision-free Baseline for Multimodal Grammar Induction

    Li, B., Corona, R., Mangalam, K., Chen, C., Flaherty, D., Belongie, Serge, Weinberger, K. Q., Malik, J., Darrell, T. & Klein, D., 2023, arXiv.org, 12 p.

    Research output: Working paper › Preprint › Research

  288. Published

    Descriptive Attributes for Language-Based Object Keypoint Detection

    Weinman, J., Belongie, Serge & Frank, Stella Christina, 2023, Computer Vision Systems - 14th International Conference, ICVS 2023, Proceedings. Christensen, H. I., Corke, P., Detry, R., Weibel, J-B. & Vincze, M. (eds.). Springer, p. 444-458 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14253 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  289. Published

    Discriminative Class Tokens for Text-to-Image Diffusion Models

    Schwartz, I., Snæbjarnarson, Vésteinn, Chefer, H., Belongie, Serge, Wolf, L. & Benaim, S., 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  290. Published

    Discriminative Class Tokens for Text-to-Image Diffusion Models

    Schwartz, I., Snæbjarnarson, Vésteinn, Chefer, H., Belongie, Serge, Wolf, L. & Benaim, S., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 22668-22678 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  291. Published

    Familiarity-Based Open-Set Recognition Under Adversarial Attacks

    Enevoldsen∗, P., Gundersen, C., Lang, Nico, Belongie, Serge & Igel, Christian, 2023, arXiv.org, 5 p.

    Research output: Working paper › Preprint › Research

  292. Published

    Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste?

    Shi, M., Cardie, C. & Belongie, Serge, 2023, arXiv.org, 6 p.

    Research output: Working paper › Preprint › Research

  293. Published

    Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste

    Shi, M., Belongie, Serge & Cardie, C., 2023, arXiv.org, 6 p.

    Research output: Working paper › Preprint › Research

  294. Published

    Polynomial Neural Fields for Subband Decomposition and Manipulation

    Bender, T., Sørensen, S. M., Kashani, A., Hjorleifsson, K. E., Hyldig, G., Hauberg, S., Belongie, Serge & Warburg, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  295. Published

    Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning

    Christensen, Peter Ebert, Yadav, Srishti & Belongie, Serge, 2023, arXiv.org, 19 p.

    Research output: Working paper › Preprint › Research

  296. Published

    SITTA: Single Image Texture Translation for Data Augmentation

    Li, B., Cui, Y., Lin, T. Y. & Belongie, Serge, 2023, Computer Vision – ECCV 2022 Workshops, Proceedings: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part II. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-20 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13802 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  297. Published

    Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation

    Musgrave, K., Belongie, Serge & Lim, S. N., 2023, arXiv.org, 38 p.

    Research output: Working paper › Preprint › Research

  298. 2024
  299. Published

    Assessing Neural Network Robustness via Adversarial Pivotal Tuning

    Christensen, Peter Ebert, Snæbjarnarson, Vésteinn, Dittadi, A., Belongie, Serge & Benaim, S., 2024, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 2952-2961

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

ID: 249093305