Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

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

    Huang, X. & Belongie, Serge, 2019.

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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. Bayesian representation learning with oracle constraints

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

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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  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. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. Cost-Effective HITs for Relative Similarity Comparisons

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

    Research output: Working paper › Preprint › Research

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