Serge Belongie
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
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
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
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
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
- Published
Text-Driven Stylization of Video Objects
Loeschcke, S., Belongie, Serge & Benaim, S., 2022. 17 p.Research output: Contribution to conference › Paper › Research
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
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
Cross-View Image Geo-localization
Lin, T., Belongie, Serge & Hays, J., 2016, In: Advances in Computer Vision and Pattern Recognition. p. 59-76Research output: Contribution to journal › Journal article › Research › peer-review
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
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
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
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
- 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
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
- 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
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
- 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
- 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
Positional normalization
Li, B., Wu, F., Weinberger, K. Q. & Belongie, Serge, 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › Research › peer-review
- 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
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-e15Research output: Contribution to journal › Journal article › Research › peer-review
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
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
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
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
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
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
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
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
Bayesian representation learning with oracle constraints
Karaletsos, T., Belongie, Serge & Rätsch, G., 2016.Research output: Contribution to conference › Paper › Research › peer-review
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
- 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
- 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
- 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
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
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
Arbitrary style transfer in real-time with adaptive instance normalization
Huang, X. & Belongie, Serge, 2019.Research output: Contribution to conference › Paper › Research › peer-review
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
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
- 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
- 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
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
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
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
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
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
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
The fastest pedestrian detector in the west
Dollár, P., Belongie, Serge & Perona, P., 2010.Research output: Contribution to conference › Paper › Research › peer-review
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
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
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
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
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
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
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
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
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
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
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
- 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
- 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
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
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
- 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. 2952-2961Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
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
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
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
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
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
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
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
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The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
Research output: Contribution to journal › Journal article › Research › peer-review
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