Serge J. Belongie

According to our database, Serge J. Belongie authored at least 260 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of two.

2024

Rethinking Few-shot 3D Point Cloud Semantic Segmentation.

Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie

CoRR, 2024

Assessing Neural Network Robustness via Adversarial Pivotal Tuning.

Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge J. Belongie, Sagie Benaim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Volumetric Disentanglement for 3D Scene Manipulation.

Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge J. Belongie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Familiarity-Based Open-Set Recognition Under Adversarial Attacks.

Philip Enevoldsen, Christian Gundersen, Nico Lang, Serge J. Belongie, Christian Igel

CoRR, 2023

Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning.

Peter Ebert Christensen, Srishti Yadav, Serge J. Belongie

CoRR, 2023

Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste?

Mengyun Shi, Claire Cardie, Serge J. Belongie

CoRR, 2023

Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste.

Mengyun Shi, Serge J. Belongie, Claire Cardie

CoRR, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.

Idan Schwartz, Vésteinn Snæbjarnarson, Sagie Benaim, Hila Chefer, Ryan Cotterell, Lior Wolf, Serge J. Belongie

CoRR, 2023

Learning to Taste: A Multimodal Wine Dataset.

Thoranna Bender, Simon Møe Sørensen, Alireza Kashani, Kristjan Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge J. Belongie, Frederik Warburg

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.

Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Serge J. Belongie, Lior Wolf, Sagie Benaim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Fine-Grained Image Analysis With Deep Learning: A Survey.

Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization.

Jingdong Wang, Zhuowen Tu, Jianlong Fu, Nicu Sebe, Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.

Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Occluded Video Instance Segmentation: A Benchmark.

Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai

Int. J. Comput. Vis., 2022

Does unsupervised grammar induction need pixels?

Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein

CoRR, 2022

PyTorch Adapt.

Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim

CoRR, 2022

Searching for Structure in Unfalsifiable Claims.

Peter Ebert Christensen, Frederik Warburg, Menglin Jia, Serge J. Belongie

CoRR, 2022

Benchmarking Validation Methods for Unsupervised Domain Adaptation.

Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim

CoRR, 2022

Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models.

Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge J. Belongie, Yin Cui

CoRR, 2022

Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis.

Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, Serge J. Belongie

CoRR, 2022

Polynomial Neural Fields for Subband Decomposition and Manipulation.

Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Implicit Neural Representations with Levels-of-Experts.

Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Language-driven Semantic Segmentation.

Boyi Li, Kilian Q. Weinberger, Serge J. Belongie, Vladlen Koltun, René Ranftl

Proceedings of the Tenth International Conference on Learning Representations, 2022

Text-Driven Stylization of Video Objects.

Sebastian Loeschcke, Serge J. Belongie, Sagie Benaim

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

SITTA: Single Image Texture Translation for Data Augmentation.

Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Visual Prompt Tuning.

Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim

Proceedings of the Computer Vision - ECCV 2022, 2022

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset.

Grant Van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge J. Belongie

Proceedings of the Computer Vision - ECCV 2022, 2022

On Label Granularity and Object Localization.

Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha

Proceedings of the Computer Vision - ECCV 2022, 2022

Neural Image Recolorization for Creative Domains.

Boyi Li, Serge J. Belongie, Ser-Nam Lim, Abe Davis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

When Does Contrastive Visual Representation Learning Work?

Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

On Temporal Granularity in Self-Supervised Video Representation Learning.

Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Rethinking Nearest Neighbors for Visual Classification.

Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge J. Belongie, Ser-Nam Lim

CoRR, 2021

Exploring Temporal Granularity in Self-Supervised Video Representation Learning.

Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui

CoRR, 2021

Unsupervised Domain Adaptation: A Reality Check.

Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim

CoRR, 2021

Single Image Texture Translation for Data Augmentation.

Boyi Li, Yin Cui, Tsung-Yi Lin, Serge J. Belongie

CoRR, 2021

The Herbarium 2021 Half-Earth Challenge Dataset.

Riccardo de Lutio, Damon Little, Barbara Ambrose, Serge J. Belongie

CoRR, 2021

Occluded Video Instance Segmentation.

Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai

CoRR, 2021

Continuous Travel In Virtual Reality Using a 3D Portal.

Andrew Atkins, Serge J. Belongie, Harald Haraldsson

Proceedings of the UIST '21: The Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, 2021

Geometry Processing with Neural Fields.

Guandao Yang, Serge J. Belongie, Bharath Hariharan, Vladlen Koltun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge.

Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge J. Belongie, Alan L. Yuille, Philip H. S. Torr, Song Bai

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

LUAI Challenge 2021 on Learning to Understand Aerial Images.

Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Robustness and Generalization via Generative Adversarial Training.

Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Exploring Visual Engagement Signals for Representation Learning.

Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds.

Zekun Hao, Arun Mallya, Serge J. Belongie, Ming-Yu Liu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Spatiotemporal Contrastive Video Representation Learning.

Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge J. Belongie, Yin Cui

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Stay Positive: Non-Negative Image Synthesis for Augmented Reality.

Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

On Feature Normalization and Data Augmentation.

Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie, Kilian Q. Weinberger

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Intentonomy: A Dataset and Study Towards Human Intent Understanding.

Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Benchmarking Representation Learning for Natural World Image Collections.

Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Transfer learning in computer vision tasks: Remember where you come from.

Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Han Zhang, Serge J. Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang

Image Vis. Comput., 2020

Convolutional Networks with Adaptive Inference Graphs.

Andreas Veit, Serge J. Belongie

Int. J. Comput. Vis., 2020

PyTorch Metric Learning.

Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim

CoRR, 2020

The Plant Pathology 2020 challenge dataset to classify foliar disease of apples.

Ranjita Thapa, Noah Snavely, Serge J. Belongie, Awais Khan

CoRR, 2020

Neural Puppet: Generative Layered Cartoon Characters.

Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge J. Belongie

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition.

Søren Skovsen, Harald Haraldsson, Abe Davis, Henrik Karstoft, Serge J. Belongie

Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2020

Differentiating through the Fréchet Mean.

Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge J. Belongie, Ser-Nam Lim, Christopher De Sa

Proceedings of the 37th International Conference on Machine Learning, 2020

A Metric Learning Reality Check.

Kevin Musgrave, Serge J. Belongie, Ser-Nam Lim

Proceedings of the Computer Vision - ECCV 2020, 2020

Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset.

Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Gradient Fields for Shape Generation.

Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan

Proceedings of the Computer Vision - ECCV 2020, 2020

End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection.

Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge J. Belongie, Bharath Hariharan, Mark E. Campbell, Kilian Q. Weinberger, Wei-Lun Chao

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DualSDF: Semantic Shape Manipulation Using a Two-Level Representation.

Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge J. Belongie

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Measuring Dataset Granularity.

Yin Cui, Zeqi Gu, Dhruv Mahajan, Laurens van der Maaten, Serge J. Belongie, Ser-Nam Lim

CoRR, 2019

Fine-grained Synthesis of Unrestricted Adversarial Examples.

Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge J. Belongie, Ser-Nam Lim

CoRR, 2019

FoodX-251: A Dataset for Fine-grained Food Classification.

Parneet Kaur, Karan Sikka, Weijun Wang, Serge J. Belongie, Ajay Divakaran

CoRR, 2019

The Herbarium Challenge 2019 Dataset.

Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge J. Belongie

CoRR, 2019

The iMet Collection 2019 Challenge Dataset.

Chenyang Zhang, Christine Kaeser-Chen, Grace Vesom, Jennie Choi, Maria Kessler, Serge J. Belongie

CoRR, 2019

Understanding Image Quality and Trust in Peer-to-Peer Marketplaces.

Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge J. Belongie

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Positional Normalization.

Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Anon-Emoji: An Optical See-Through Augmented Reality System for Children with Autism Spectrum Disorders to promote Understanding of Facial Expressions and Emotions.

Ran Sun, Harald Haraldsson, Yuhang Zhao, Serge J. Belongie

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

The iMaterialist Fashion Attribute Dataset.

Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Hartwig Adam, Matthew R. Scott, Serge J. Belongie

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows.

Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge J. Belongie, Bharath Hariharan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Enhancing Adversarial Example Transferability With an Intermediate Level Attack.

Qian Huang, Isay Katsman, Zeqi Gu, Horace He, Serge J. Belongie, Ser-Nam Lim

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Neural Naturalist: Generating Fine-Grained Image Comparisons.

Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge J. Belongie

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Learning Data-Adaptive Interest Points through Epipolar Adaptation.

Guandao Yang, Tomasz Malisiewicz, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning Single-View 3D Reconstruction with Limited Pose Supervision.

Guandao Yang, Yin Cui, Serge J. Belongie, Bharath Hariharan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Class-Balanced Loss Based on Effective Number of Samples.

Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Vision-based real estate price estimation.

Omid Poursaeed, Tomas Matera, Serge J. Belongie

Mach. Vis. Appl., 2018

Adversarial Example Decomposition.

Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge J. Belongie, Ser-Nam Lim

CoRR, 2018

Intermediate Level Adversarial Attack for Enhanced Transferability.

Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge J. Belongie, Ser-Nam Lim

CoRR, 2018

Semantic Segmentation with Scarce Data.

Isay Katsman, Rohun Tripathi, Andreas Veit, Serge J. Belongie

CoRR, 2018

The Neural Painter: Multi-Turn Image Generation.

Ryan Y. Benmalek, Claire Cardie, Serge J. Belongie, Xiaodong He, Jianfeng Gao

CoRR, 2018

Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors.

Benjamin Spector, Serge J. Belongie

CoRR, 2018

Unbiased offline recommender evaluation for missing-not-at-random implicit feedback.

Longqi Yang, Yin Cui, Yuan Xuan, Chenyang Wang, Serge J. Belongie, Deborah Estrin

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).

Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Fundamental Matrix Estimation Without Correspondences.

Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, Serge J. Belongie

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multimodal Unsupervised Image-to-Image Translation.

Xun Huang, Ming-Yu Liu, Serge J. Belongie, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.

Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Separating Self-Expression and Visual Content in Hashtag Supervision.

Andreas Veit, Maximilian Nickel, Serge J. Belongie, Laurens van der Maaten

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Perturbations.

Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Lean Multiclass Crowdsourcing.

Grant Van Horn, Steve Branson, Scott Loarie, Serge J. Belongie, Pietro Perona

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The INaturalist Species Classification and Detection Dataset.

Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Controllable Video Generation With Sparse Trajectories.

Zekun Hao, Xun Huang, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Evaluate Image Captioning.

Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning.

Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Yum-Me: A Personalized Nutrient-Based Meal Recommender System.

Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, John P. Pollak, Nicola Dell, Serge J. Belongie, Curtis Cole, Deborah Estrin

ACM Trans. Inf. Syst., 2017

Convolutional Networks with Adaptive Computation Graphs.

Andreas Veit, Serge J. Belongie

CoRR, 2017

Pose2Instance: Harnessing Keypoints for Person Instance Segmentation.

Subarna Tripathi, Maxwell Collins, Matthew Brown, Serge J. Belongie

CoRR, 2017

Deep Learning is Robust to Massive Label Noise.

David Rolnick, Andreas Veit, Serge J. Belongie, Nir Shavit

CoRR, 2017

The iNaturalist Challenge 2017 Dataset.

Grant Van Horn, Oisin Mac Aodha, Yang Song, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie

CoRR, 2017

Collaborative Metric Learning.

Cheng-Kang Hsieh, Longqi Yang, Yin Cui, Tsung-Yi Lin, Serge J. Belongie, Deborah Estrin

Proceedings of the 26th International Conference on World Wide Web, 2017

Crowd Research: Open and Scalable University Laboratories.

Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael J. Wilber, Serge J. Belongie, Sharad Goel, James Davis, Michael S. Bernstein

Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17).

Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge J. Belongie, Shijian Lu, Xiang Bai

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Robust Reading Challenge on COCO-Text.

Raul Gomez, Baoguang Shi, Lluis Gomez-Bigorda, Lukás Neumann, Andreas Veit, Jiri Matas, Serge J. Belongie, Dimosthenis Karatzas

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography.

Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John P. Collomosse, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2017

Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization.

Xun Huang, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2017

Conditional Similarity Networks.

Andreas Veit, Serge J. Belongie, Theofanis Karaletsos

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning from Noisy Large-Scale Datasets with Minimal Supervision.

Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge J. Belongie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Detecting Oriented Text in Natural Images by Linking Segments.

Baoguang Shi, Xiang Bai, Serge J. Belongie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Feature Pyramid Networks for Object Detection.

Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Stacked Generative Adversarial Networks.

Xun Huang, Yixuan Li, Omid Poursaeed, John E. Hopcroft, Serge J. Belongie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Kernel Pooling for Convolutional Neural Networks.

Yin Cui, Feng Zhou, Jiang Wang, Xiao Liu, Yuanqing Lin, Serge J. Belongie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Cross-View Image Geo-localization.

Tsung-Yi Lin, Serge J. Belongie, James Hays

Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2016

Visipedia circa 2015.

Serge J. Belongie, Pietro Perona

Pattern Recognit. Lett., 2016

Yum-me: Personalized Healthy Meal Recommender System.

Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, Nicola Dell, Serge J. Belongie, Deborah Estrin

CoRR, 2016

Residual Networks are Exponential Ensembles of Relatively Shallow Networks.

Andreas Veit, Michael J. Wilber, Serge J. Belongie

CoRR, 2016

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images.

Andreas Veit, Tomas Matera, Lukás Neumann, Jiri Matas, Serge J. Belongie

CoRR, 2016

Disentangling Nonlinear Perceptual Embeddings With Multi-Query Triplet Networks.

Andreas Veit, Serge J. Belongie, Theofanis Karaletsos

CoRR, 2016

When crowds hold privileges: Bayesian unsupervised representation learning with oracle constraints.

Theofanis Karaletsos, Serge J. Belongie, Gunnar Rätsch

Proceedings of the 4th International Conference on Learning Representations, 2016

Can we still avoid automatic face detection?

Michael J. Wilber, Vitaly Shmatikov, Serge J. Belongie

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Detecting temporally consistent objects in videos through object class label propagation.

Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Residual Networks Behave Like Ensembles of Relatively Shallow Networks.

Andreas Veit, Michael J. Wilber, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning with Humans in the Loop.

Yin Cui, Feng Zhou, Yuanqing Lin, Serge J. Belongie

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning to Match Aerial Images with Deep Attentive Architectures.

Hani Altwaijry, Eduard Trulls, James Hays, Pascal Fua, Serge J. Belongie

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Context Matters: Refining Object Detection in Video with Recurrent Neural Networks.

Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen

Proceedings of the British Machine Vision Conference 2016, 2016

Boosted Convolutional Neural Networks.

Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li

Proceedings of the British Machine Vision Conference 2016, 2016

Learning to Detect and Match Keypoints with Deep Architectures.

Hani Altwaijry, Andreas Veit, Serge J. Belongie

Proceedings of the British Machine Vision Conference 2016, 2016

2015

On Optimizing Human-Machine Task Assignments.

Andreas Veit, Michael J. Wilber, Rajan Vaish, Serge J. Belongie, James Davis, Vishal Anand, Anshu Aviral, Prithvijit Chakrabarty, Yash Chandak, Sidharth Chaturvedi, Chinmaya Devaraj, Ankit Dhall, Utkarsh Dwivedi, Sanket Gupte, Sharath N. Sridhar, Karthik Paga, Anuj Pahuja, Aditya Raisinghani, Ayush Sharma, Shweta Sharma, Darpana Sinha, Nisarg Thakkar, K. Bala Vignesh, Utkarsh Verma, Kanniganti Abhishek, Amod Agrawal, Arya Aishwarya, Aurgho Bhattacharjee, Sarveshwaran Dhanasekar, Venkata Karthik Gullapalli, Shuchita Gupta, Chandana G, Kinjal Jain, Simran Kapur, Meghana Kasula, Shashi Kumar, Parth Kundaliya, Utkarsh Mathur, Alankrit Mishra, Aayush Mudgal, Aditya Nadimpalli, Munakala Sree Nihit, Akanksha Periwal, Ayush Sagar, Ayush Shah, Vikas Sharma, Yashovardhan Sharma, Faizal Siddiqui, Virender Singh, Abhinav S., Pradyumna Tambwekar, Rashida Taskin, Ankit Tripathi, Anurag D. Yadav

CoRR, 2015

Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video.

Subarna Tripathi, Serge J. Belongie, Truong Q. Nguyen

CoRR, 2015

Semantic Video Segmentation : Exploring Inference Efficiency.

Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen

CoRR, 2015

Learning Localized Perceptual Similarity Metrics for Interactive Categorization.

Catherine Wah, Subhransu Maji, Serge J. Belongie

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discriminative Regions: A Substrate for Analyzing Life-Logging Image Sequences.

Mohammad Moghimi, Jacqueline Kerr, Eileen Johnson, Suneeta Godbole, Serge J. Belongie

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Learning Concept Embeddings with Combined Human-Machine Expertise.

Michael J. Wilber, Iljung S. Kwak, David J. Kriegman, Serge J. Belongie

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences.

Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Tropel: Crowdsourcing Detectors with Minimal Training.

Genevieve Patterson, Grant Van Horn, Serge J. Belongie, Pietro Perona, James Hays

Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Learning deep representations for ground-to-aerial geolocalization.

Tsung-Yi Lin, Yin Cui, Serge J. Belongie, James Hays

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection.

Grant Van Horn, Steve Branson, Ryan Farrell, Scott Haber, Jessie Barry, Panos Ipeirotis, Pietro Perona, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface.

Longqi Yang, Yin Cui, Fan Zhang, John P. Pollak, Serge J. Belongie, Deborah Estrin

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Fast Feature Pyramids for Object Detection.

Piotr Dollár, Ron Appel, Serge J. Belongie, Pietro Perona

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Editorial: Special Issue on Active and Interactive Methods in Computer Vision.

Kristen Grauman, Serge J. Belongie

Int. J. Comput. Vis., 2014

The Ignorant Led by the Blind: A Hybrid Human-Machine Vision System for Fine-Grained Categorization.

Steve Branson, Grant Van Horn, Catherine Wah, Pietro Perona, Serge J. Belongie

Int. J. Comput. Vis., 2014

Microsoft COCO: Common Objects in Context.

Tsung-Yi Lin, Michael Maire, Serge J. Belongie, Lubomir D. Bourdev, Ross B. Girshick, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick

CoRR, 2014

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets.

Steve Branson, Grant Van Horn, Serge J. Belongie, Pietro Perona

CoRR, 2014

Improving streaming video segmentation with early and mid-level visual processing.

Subarna Tripathi, Youngbae Hwang, Serge J. Belongie, Truong Q. Nguyen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Video text detection and recognition: Dataset and benchmark.

Phuc Xuan Nguyen, Kai Wang, Serge J. Belongie

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Recognizing locations with Google Glass: A case study.

Hani Altwaijry, Mohammad Moghimi, Serge J. Belongie

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Adaptive ranking of facial attractiveness.

Chong Cao, Iljung Sam Kwak, Serge J. Belongie, David J. Kriegman, Haizhou Ai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Analyzing sedentary behavior in life-logging images.

Mohammad Moghimi, Wanmin Wu, Jacqueline Chen, Suneeta Godbole, Simon J. Marshall, Jacqueline Kerr, Serge J. Belongie

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cost-Effective HITs for Relative Similarity Comparisons.

Michael J. Wilber, Iljung S. Kwak, Serge J. Belongie

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Microsoft COCO: Common Objects in Context.

Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick

Proceedings of the Computer Vision - ECCV 2014, 2014

Similarity Comparisons for Interactive Fine-Grained Categorization.

Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona, Serge J. Belongie

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition.

Mohammad Moghimi, Pablo Azagra, Luis Montesano, Ana C. Murillo, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets.

Steve Branson, Grant Van Horn, Pietro Perona, Serge J. Belongie

Proceedings of the British Machine Vision Conference, 2014

2013

Relative ranking of facial attractiveness.

Hani Altwaijry, Serge J. Belongie

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Camera Distance from Face Images.

Arturo Flores, Eric M. Christiansen, David J. Kriegman, Serge J. Belongie

Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Face Box Shape and Verification.

Eric M. Christiansen, Iljung S. Kwak, Serge J. Belongie, David J. Kriegman

Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Example based depth from fog.

Kristofor B. Gibson, Serge J. Belongie, Truong Q. Nguyen

Proceedings of the IEEE International Conference on Image Processing, 2013

Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop.

Catherine Wah, Serge J. Belongie

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Cross-View Image Geolocalization.

Tsung-Yi Lin, Serge J. Belongie, James Hays

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Efficient Large-Scale Structured Learning.

Steve Branson, Oscar Beijbom, Serge J. Belongie

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

From Bikers to Surfers: Visual Recognition of Urban Tribes.

Iljung S. Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge J. Belongie

Proceedings of the British Machine Vision Conference, 2013

Match-time covariance for descriptors.

Eric M. Christiansen, Vincent C. Rabaud, Andrew Ziegler, David J. Kriegman, Serge J. Belongie

Proceedings of the British Machine Vision Conference, 2013

Ultra-wide Baseline Aerial Imagery Matching in Urban Environments.

Hani Altwaijry, Serge J. Belongie

Proceedings of the British Machine Vision Conference, 2013

2012

Non-rigid surface detection for gestural interaction with applicable surfaces.

Andrew Ziegler, Serge J. Belongie

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Locally Uniform Comparison Image Descriptor.

Andrew Ziegler, Eric M. Christiansen, David J. Kriegman, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Urban tribes: Analyzing group photos from a social perspective.

Ana C. Murillo, Iljung S. Kwak, Lubomir D. Bourdev, David J. Kriegman, Serge J. Belongie

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Robust Object Tracking with Online Multiple Instance Learning.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Adaptively Learning the Crowd Kernel.

Omer Tamuz, Ce Liu, Serge J. Belongie, Ohad Shamir, Adam Kalai

Proceedings of the 28th International Conference on Machine Learning, 2011

Multiple Instance Learning with Manifold Bags.

Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie

Proceedings of the 28th International Conference on Machine Learning, 2011

End-to-end scene text recognition.

Kai Wang, Boris Babenko, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

Multiclass recognition and part localization with humans in the loop.

Catherine Wah, Steve Branson, Pietro Perona, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison.

Florian Schroff, Tali Treibitz, David J. Kriegman, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

Strong supervision from weak annotation: Interactive training of deformable part models.

Steve Branson, Pietro Perona, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

Wet fingerprint recognition: Challenges and opportunities.

Prasanna Krishnasamy, Serge J. Belongie, David J. Kriegman

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

From region similarity to category discovery.

Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

JBoost Optimization of Color Detectors for Autonomous Underwater Vehicle Navigation.

Christopher Barngrover, Serge J. Belongie, Ryan Kastner

Proceedings of the Computer Analysis of Images and Patterns, 2011

EdgeSonic: image feature sonification for the visually impaired.

Tsubasa Yoshida, Kris Makoto Kitani, Hideki Koike, Serge J. Belongie, Kevin Schlei

Proceedings of the 2nd Augmented Human International Conference, 2011

2010

Globally Optimal Algorithms for Stratified Autocalibration.

Manmohan Krishna Chandraker, Sameer Agarwal, David J. Kriegman, Serge J. Belongie

Int. J. Comput. Vis., 2010

Context based object categorization: A critical survey.

Carolina Galleguillos, Serge J. Belongie

Comput. Vis. Image Underst., 2010

OpenScan: A Fully Transparent Optical Scan Voting System.

Kai Wang, Eric Rescorla, Hovav Shacham, Serge J. Belongie

Proceedings of the 2010 Electronic Voting Technology Workshop / Workshop on Trustworthy Elections, 2010

The Multidimensional Wisdom of Crowds.

Peter Welinder, Steve Branson, Serge J. Belongie, Pietro Perona

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Word Spotting in the Wild.

Kai Wang, Serge J. Belongie

Proceedings of the Computer Vision, 2010

Visual Recognition with Humans in the Loop.

Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie

Proceedings of the Computer Vision, 2010

Toward real-time grocery detection for the visually impaired.

Tess Winlock, Eric M. Christiansen, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multi-class object localization by combining local contextual interactions.

Carolina Galleguillos, Brian McFee, Serge J. Belongie, Gert R. G. Lanckriet

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Removing pedestrians from Google street view images.

Arturo Flores, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

The Fastest Pedestrian Detector in the West.

Piotr Dollár, Serge J. Belongie, Pietro Perona

Proceedings of the British Machine Vision Conference, 2010

2009

Toward a perceptual space for gloss.

Josh Wills, Sameer Agarwal, David J. Kriegman, Serge J. Belongie

ACM Trans. Graph., 2009

Fingerprint recognition system performance in the maritime environment.

Hourieh Fakourfar, Serge J. Belongie

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

CAPTCHA-based image labeling on the Soylent Grid.

Peter Faymonville, Kai Wang, John Miller, Serge J. Belongie

Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

SD-VBS: The San Diego Vision Benchmark Suite.

Sravanthi Kota Venkata, Ikkjin Ahn, Donghwan Jeon, Anshuman Gupta, Christopher M. Louie, Saturnino Garcia, Serge J. Belongie, Michael Bedford Taylor

Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

PhD forum: A distributed architecture for object tracking across intelligent vision sensor network with constrained resources.

Joshua L. Goshorn, René Cruz, Serge J. Belongie

Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

BUBL: An effective region labeling tool using a hexagonal lattice.

Carolina Galleguillos, Peter Faymonville, Serge J. Belongie

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

A family of online boosting algorithms.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Similarity metrics for categorization: From monolithic to category specific.

Boris Babenko, Steve Branson, Serge J. Belongie

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Scenes vs. objects: A comparative study of two approaches to context based recognition.

Andrew Rabinovich, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Linear embeddings in non-rigid structure from motion.

Vincent C. Rabaud, Serge J. Belongie

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Visual tracking with online Multiple Instance Learning.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Integral Channel Features.

Piotr Dollár, Zhuowen Tu, Pietro Perona, Serge J. Belongie

Proceedings of the British Machine Vision Conference, 2009

2008

Practical Global Optimization for Multiview Geometry.

Fredrik Kahl, Sameer Agarwal, Manmohan Krishna Chandraker, David J. Kriegman, Serge J. Belongie

Int. J. Comput. Vis., 2008

Automatic co-registration of volumetric images based on implanted fiducial markers.

Martin Koch, Jonathan S. Maltz, Bijumon Gangadharan, Supratik Bose, Himanshu Shukla, Ali R. Bani-Hashemi, Serge J. Belongie

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Weakly Supervised Object Localization with Stable Segmentations.

Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge J. Belongie

Proceedings of the Computer Vision, 2008

Multiple Component Learning for Object Detection.

Piotr Dollár, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu

Proceedings of the Computer Vision, 2008

Re-thinking non-rigid structure from motion.

Vincent C. Rabaud, Serge J. Belongie

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Object categorization using co-occurrence, location and appearance.

Carolina Galleguillos, Andrew Rabinovich, Serge J. Belongie

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Generalized Non-metric Multidimensional Scaling.

Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert R. G. Lanckriet, David J. Kriegman, Serge J. Belongie

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Non-isometric manifold learning: analysis and an algorithm.

Piotr Dollár, Vincent C. Rabaud, Serge J. Belongie

Proceedings of the Machine Learning, 2007

Soylent Grid: it's Made of People.

Stephan Steinbach, Vincent C. Rabaud, Serge J. Belongie

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Objects in Context.

Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora, Serge J. Belongie

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration.

Manmohan Krishna Chandraker, Sameer Agarwal, David J. Kriegman, Serge J. Belongie

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Task Specific Local Region Matching.

Boris Babenko, Piotr Dollár, Serge J. Belongie

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Recognizing Groceries in situ Using in vitro Training Data.

Michele Merler, Carolina Galleguillos, Serge J. Belongie

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Feature Mining for Image Classification.

Piotr Dollár, Zhuowen Tu, Hai Tao, Serge J. Belongie

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Framework for Parsing, Visualizing and Scoring Tissue Microarray Images.

Andrew Rabinovich, S. Krajewski, M. Krajewska, Ahmed Shabaik, Stephen M. Hewitt, Serge J. Belongie, J. C. Reed, Jeffrey H. Price

IEEE Trans. Inf. Technol. Biomed., 2006

A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion.

Josh Wills, Sameer Agarwal, Serge J. Belongie

Int. J. Comput. Vis., 2006

Learning to Traverse Image Manifolds.

Piotr Dollár, Serge J. Belongie, Vincent C. Rabaud

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Higher order learning with graphs.

Sameer Agarwal, Kristin Branson, Serge J. Belongie

Proceedings of the Machine Learning, 2006

Model Order Selection and Cue Combination for Image Segmentation.

Andrew Rabinovich, Serge J. Belongie, Tilman Lange, Joachim M. Buhmann

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Counting Crowded Moving Objects.

Vincent C. Rabaud, Serge J. Belongie

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach.

Satya P. Mallick, Sameer Agarwal, David J. Kriegman, Serge J. Belongie, Bridget Carragher, Clinton S. Potter

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Active Learning in Face Recognition: Using Tracking to Build a Face Model.

Robin Hewitt, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Supervised Learning of Edges and Object Boundaries.

Piotr Dollár, Zhuowen Tu, Serge J. Belongie

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

ImprovingWeb-based Image Search via Content Based Clustering.

Nadav Ben-Haim, Boris Babenko, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Vision in the Small: Reconstructing the Structure of Protein Macromolecules from Cryo-Electron Micrographs.

Satya P. Mallick, Sameer Agarwal, David J. Kriegman, Serge J. Belongie

Proceedings of the British Machine Vision Conference 2006, 2006

Matching with Shape Contexts.

Serge J. Belongie, Greg Mori, Jitendra Malik

Proceedings of the Statistics and Analysis of Shapes, 2006

2005

Efficient Shape Matching Using Shape Contexts.

Greg Mori, Serge J. Belongie, Jitendra Malik

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Spatio-temporal texture synthesis and image inpainting for video applications.

Sanjeev Kumar, Mainak Biswas, Serge J. Belongie, Truong Q. Nguyen

Proceedings of the 2005 International Conference on Image Processing, 2005

Periodic Motion Detection and Segmentation via Approximate Sequence Alignment.

Ivan Laptev, Serge J. Belongie, Patrick Pérez, Josh Wills

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Big Little Icons.

Vincent C. Rabaud, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Tracking Multiple Mouse Contours (without Too Many Samples).

Kristin Branson, Serge J. Belongie

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Beyond Pairwise Clustering.

Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge J. Belongie

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Normalized cuts in 3-D for spinal MRI segmentation.

Julio Carballido-Gamio, Serge J. Belongie, Sharmila Majumdar

IEEE Trans. Medical Imaging, 2004

Spectral Grouping Using the Nyström Method.

Charless C. Fowlkes, Serge J. Belongie, Fan R. K. Chung, Jitendra Malik

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Structure from Periodic Motion.

Serge J. Belongie, Josh Wills

Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

A Feature-Based Approach for Determining Dense Long Range Correspondences.

Josh Wills, Serge J. Belongie

Proceedings of the Computer Vision, 2004

On Refractive Optical Flow.

Sameer Agarwal, Satya P. Mallick, David J. Kriegman, Serge J. Belongie

Proceedings of the Computer Vision, 2004

2003

Structured importance sampling of environment maps.

Sameer Agarwal, Ravi Ramamoorthi, Serge J. Belongie, Henrik Wann Jensen

ACM Trans. Graph., 2003

Unsupervised Color Decomposition Of Histologically Stained Tissue Samples.

Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeffrey H. Price, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

What Went Where.

Josh Wills, Sameer Agarwal, Serge J. Belongie

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying.

Chad Carson, Serge J. Belongie, Hayit Greenspan, Jitendra Malik

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Shape Matching and Object Recognition Using Shape Contexts.

Serge J. Belongie, Jitendra Malik, Jan Puzicha

IEEE Trans. Pattern Anal. Mach. Intell., 2002

On the non-optimality of four color coding of image partitions.

Sameer Agarwal, Serge J. Belongie

Proceedings of the 2002 International Conference on Image Processing, 2002

Approximate Thin Plate Spline Mappings.

Gianluca Donato, Serge J. Belongie

Proceedings of the Computer Vision, 2002

Spectral Partitioning with Indefinite Kernels Using the Nyström Extension.

Serge J. Belongie, Charless C. Fowlkes, Fan R. K. Chung, Jitendra Malik

Proceedings of the Computer Vision, 2002

2001

Contour and Texture Analysis for Image Segmentation.

Jitendra Malik, Serge J. Belongie, Thomas K. Leung, Jianbo Shi

Int. J. Comput. Vis., 2001

Matching Shapes.

Serge J. Belongie, Jitendra Malik, Jan Puzicha

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Shape contexts enable efficient retrieval of similar shapes.

Greg Mori, Serge J. Belongie, Jitendra Malik

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Efficient Spatiotemporal Grouping Using the Nystro"m Method.

Charless C. Fowlkes, Serge J. Belongie, Jitendra Malik

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Shape Context: A New Descriptor for Shape Matching and Object Recognition.

Serge J. Belongie, Jitendra Malik, Jan Puzicha

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Model-Based Halftoning for Color Image Segmentation.

Jan Puzicha, Serge J. Belongie

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Blobworld: A System for Region-Based Image Indexing and Retrieval.

Chad Carson, Megan Thomas, Serge J. Belongie, Joseph M. Hellerstein, Jitendra Malik

Proceedings of the Visual Information and Information Systems, 1999

Grouping in the Normalized Cut Framework.

Jitendra Malik, Jianbo Shi, Serge J. Belongie, Thomas K. Leung

Proceedings of the Shape, Contour and Grouping in Computer Vision, 1999

Textons, Contours and Regions: Cue Integration in Image Segmentation.

Jitendra Malik, Serge J. Belongie, Jianbo Shi, Thomas K. Leung

Proceedings of the International Conference on Computer Vision, 1999

Region-Based Image Retrieval (Eingeladener Vortrag).

Jitendra Malik, Chad Carson, Serge J. Belongie

Proceedings of the Mustererkennung 1999, 1999

1998

Image and Video Segmentation: The Normalized Cut Framework.

Jianbo Shi, Serge J. Belongie, Thomas K. Leung, Jitendra Malik

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and its Application to Content-Based Image Retrieval.

Serge J. Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion.

Serge J. Belongie, Jitendra Malik

Proceedings of the Computer Vision, 1998

1996

Finding objects in image databases by grouping.

Jitendra Malik, David A. Forsyth, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Chad Carson, Serge J. Belongie, Christoph Bregler

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Finding Pictures of Objects in Large Collections of Images.

David A. Forsyth, Jitendra Malik, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Serge J. Belongie, Chad Carson, Christoph Bregler

Proceedings of the Object Representation in Computer Vision II, 1996

1994

Rotation invariant texture recognition using a steerable pyramid.

Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Overcomplete steerable pyramid filters and rotation invariance.

Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona, Subrata Rakshit, Charles H. Anderson

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994