Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. Objects in context

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

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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. Published

    PyTorch Adapt

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

    Research output: Working paper › Preprint › Research

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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, 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

  50. 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

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