Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

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

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

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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. Task specific local region matching

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

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

  25. Published

    Text-Driven Stylization of Video Objects

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

    Research output: Contribution to conference › Paper › Research

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. The fastest pedestrian detector in the west

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

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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

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

    Altwaijry, H. & Belongie, Serge, 2013.

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

  48. 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

  49. 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

  50. Published

    Unsupervised Domain Adaptation: A Reality Check

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

    Research output: Working paper › Preprint › Research

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. What went where [motion segmentation]

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

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

  66. 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

  67. 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

  68. 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

  69. 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

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