Serge Belongie

Serge Belongie

Professor


  1. 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 journalJournal articleResearchpeer-review

  2. 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 journalConference articleResearchpeer-review

  3. 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 conferencePaperResearchpeer-review

  4. 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 journalConference articleResearchpeer-review

  5. 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 journalConference articleResearchpeer-review

  6. 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 journalConference articleResearchpeer-review

  7. 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 journalConference articleResearchpeer-review

  8. 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 journalConference articleResearchpeer-review

  9. 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 journalConference articleResearchpeer-review

  10. 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 conferencePaperResearchpeer-review

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

    Altwaijry, H. & Belongie, Serge, 2013.

    Research output: Contribution to conferencePaperResearchpeer-review

  12. 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 proceedingArticle in proceedingsResearchpeer-review

  13. 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 journalConference articleResearchpeer-review

  14. 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 journalConference articleResearchpeer-review

  15. 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 journalConference articleResearchpeer-review

  16. Task specific local region matching

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

    Research output: Contribution to conferencePaperResearchpeer-review

  17. 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 journalJournal articleResearchpeer-review

  18. 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 journalConference articleResearchpeer-review

  19. 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 journalConference articleResearchpeer-review

  20. 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 journalReviewResearchpeer-review

  21. 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 proceedingArticle in proceedingsResearchpeer-review

  22. 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 journalConference articleResearchpeer-review

  23. 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 journalJournal articleResearchpeer-review

  24. Semantic Segmentation with Scarce Data

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

    Research output: Working paperPreprintResearch

  25. Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

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

    Research output: Working paperPreprintResearch

  26. 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 paperPreprintResearch

  27. 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 journalConference articleResearchpeer-review

  28. 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 paperPreprintResearch

  29. 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 journalConference articleResearchpeer-review

  30. 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 conferencePaperResearchpeer-review

  31. 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 paperPreprintResearch

  32. 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 journalConference articleResearchpeer-review

  33. 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 journalConference articleResearchpeer-review

  34. 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 journalConference articleResearchpeer-review

  35. 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 journalConference articleResearchpeer-review

  36. 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 journalConference articleResearchpeer-review

  37. 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 paperPreprintResearch

  38. 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 conferencePaperResearchpeer-review

  39. 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 conferencePaperResearchpeer-review

  40. 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 contributionNet publication - Internet publicationResearchpeer-review

  41. 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 conferencePaperResearchpeer-review

  42. 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 journalJournal articleResearchpeer-review

  43. 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 conferenceConference abstract for conferenceResearchpeer-review

  44. 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 journalJournal articleResearchpeer-review

  45. 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 conferencePaperResearchpeer-review

  46. 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 journalConference articleResearchpeer-review

  47. Smart Kitchen: A Multi-Modal AR System

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

    Research output: Other contributionNet publication - Internet publicationResearchpeer-review

  48. 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 paperPreprintResearch

  49. 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 proceedingArticle in proceedingsResearchpeer-review

  50. 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 contributionResearch

  51. 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 paperPreprintResearch

  52. 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 paperPreprintResearch

  53. 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 journalJournal articleResearchpeer-review

  54. Adversarial Example Decomposition

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

    Research output: Working paperPreprintResearch

  55. 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 journalConference articleResearchpeer-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 journalJournal articleResearchpeer-review

  57. 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 paperPreprintResearch

  58. PointAR EVW18 Poster

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

    Research output: Non-textual form2D/3D (psysical products)Researchpeer-review

  59. 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 journalConference articleResearchpeer-review

  60. Published

    Volumetric Disentanglement for 3D Scene Manipulation

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

    Research output: Working paperPreprintResearch

  61. 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 proceedingArticle in proceedingsResearchpeer-review

  62. 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 journalConference articleResearchpeer-review

  63. 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 journalConference articleResearchpeer-review

  64. 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 journalConference articleResearchpeer-review

  65. 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 journalConference articleResearchpeer-review

  66. Bird species categorization using pose normalized deep convolutional nets

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

    Research output: Contribution to conferencePaperResearchpeer-review

  67. 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 journalJournal articleResearchpeer-review

  68. 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 journalConference articleResearchpeer-review

  69. 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 journalConference articleResearchpeer-review

  70. 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 journalJournal articleResearchpeer-review

  71. 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 journalConference articleResearchpeer-review

  72. 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 journalConference articleResearchpeer-review

  73. 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 journalJournal articleResearchpeer-review

  74. 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 journalJournal articleResearchpeer-review

  75. Globally optimal affine and metric upgrades in stratified autocalibration

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

    Research output: Contribution to conferencePaperResearchpeer-review

  76. 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 journalJournal articleResearchpeer-review

  77. 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 proceedingArticle in proceedingsResearchpeer-review

  78. Published
  79. 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 journalConference articleResearchpeer-review

  80. Match-time covariance for descriptors

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

    Research output: Contribution to conferencePaperResearchpeer-review

  81. 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 proceedingArticle in proceedingsResearchpeer-review

  82. 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 paperPreprintResearch

  83. 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 journalConference articleResearchpeer-review

  84. 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 journalConference articleResearchpeer-review

  85. 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 journalConference articleResearchpeer-review

  86. 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 journalConference articleResearchpeer-review

  87. 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 journalConference articleResearchpeer-review

  88. 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 journalJournal articleResearchpeer-review

  89. 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 proceedingArticle in proceedingsResearchpeer-review

  90. 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 journalJournal articleResearchpeer-review

  91. Integral channel features

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

    Research output: Contribution to journalConference articleResearchpeer-review

  92. 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 journalConference articleResearchpeer-review

  93. 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 journalConference articleResearchpeer-review

  94. 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 journalConference articleResearchpeer-review

  95. The fastest pedestrian detector in the west

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

    Research output: Contribution to conferencePaperResearchpeer-review

  96. 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 journalConference articleResearchpeer-review

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

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

    Research output: Contribution to conferencePaperResearchpeer-review

  98. 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 journalConference articleResearchpeer-review

  99. 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 journalJournal articleResearchpeer-review

  100. 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 journalConference articleResearchpeer-review

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