Publications

Google Scholar

2022


Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan Barron, Thomas Funkhouser, Serge Belongie, Bharath Hariharan
Basis Encoded Polynomial Neural Fields for Subband Decomposition
Neural Information Processing Systems (NeurIPS), 2022.
[ABS]

Zekun Hao, Arun Mallya, Serge Belongie, Ming-Yu Liu
Implicit Neural Representations with Levels-of-Experts
Neural Information Processing Systems (NeurIPS), 2022.
[ABS]

Boyi Li, Yin Cui, Tsung-Yi Lin, Serge Belongie
Single Image Texture Translation for Data Augmentation
ECCV Workshop on Learning from Limited and Imperfect Data (L2ID), 2022.
[ABS]

Menglin Jia*, Luming Tang*, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim
Visual Prompt Tuning
European Conference on Computer Vision (ECCV), 2022, (*Equal Contribution).
[ABS]

Sebastian Loeschcke, Serge Belongie, Sagie Benaim
Text-Driven Stylization of Video Objects
ECCV Workshop on AI for Creative Video Editing and Understanding, 2022, (Best Paper Award).
[ABS]

Boyi Li, Serge Belongie, Ser-Nam Lim, Abe Davis
Neural Image Recolorization for Creative Domains
CVPR Workshop on Computer Vision for Fashion, Art, and Design 2022.
[ABS]

Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, Song Bai
Occluded Video Instance Segmentation: A Benchmark
International Journal of Computer Vision (IJCV), 2022.
[ABS]

Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge Belongie, Andrew Howard, Oisin Mac Aodha
On Label Granularity and Object Localization
European Conference on Computer Vision (ECCV), 2022.
[ABS]

Grant Van Horn*, Rui Qian*, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge Belongie
Exploring Fine-grained Audiovisual Categorization
European Conference on Computer Vision (ECCV), 2022, (*Equal Contribution).
[ABS]

Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie
When Does Contrastive Visual Representation Learning Work?
Computer Vision and Pattern Recognition (CVPR), 2022.
[ABS]

Boyi Li, Kilian Q. Weinberger, Serge Belongie, Vladlen Koltun, René Ranftl
Language-driven Semantic Segmentation
International Conference on Learning Representations (ICLR), 2022.
[ABS]

Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge Belongie
Fine-Grained Image Analysis with Deep Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear, 2022.
[ABS]

Riccardo de Lutio, John Y. Park, Kimberly A. Watson, Stefano D’Aronco, Jan D. Wegner, Jan J. Wieringa, Melissa Tulig, Richard L. Pyle, Timothy J. Gallaher, Gillian Brown, Gordon Guymer, Andrew Franks, Dhahara Ranatunga, Yumiko Baba, Serge J. Belongie, Fabián A. Michelangeli, Barbara A. Ambrose, Damon P. Little
The Herbarium 2021 Half-Earth Challenge Dataset and Machine Learning Competition
Frontiers in Plant Science, to appear, 2022.
[ABS]

2021


Guandao Yang, Serge Belongie, Bharath Hariharan, Vladlen Koltun
Geometry Processing with Neural Fields
Neural Information Processing Systems (NeurIPS), Virtual, 2021.
[PDF]

Andrew Atkins, Serge Belongie, Harald Haraldsson
Continuous Travel In Virtual Reality Using a 3D Portal
User Interface Software and Technology (UIST), 2021.
[ABS]

Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, Song Bai
Occluded Video Instance Segmentation: A Benchmark
Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, Virtual, 2021.
[ABS]

Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge Belongie, Ser-Nam Lim
Robustness and Generalization via Generative Adversarial Training
International Conference on Computer Vision (ICCV), Virtual, 2021.
[PDF]

Menglin Jia*, Zuxuan Wu*, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim
Exploring Visual Engagement Signals for Representation Learning
International Conference on Computer Vision (ICCV), Virtual, 2021, (*Equal Contribution).
[PDF]

Zekun Hao, Arun Mallya, Serge Belongie, Ming-Yu Liu
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds
International Conference on Computer Vision (ICCV), Virtual, 2021.
[PDF]

Katie Luo*, Guandao Yang*, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge Belongie
Stay Positive: Non-Negative Image Synthesis for Augmented Reality
Computer Vision and Pattern Recognition (CVPR), Virtual, 2021, (Oral, *Equal Contribution).
[PDF]

Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim
Intentonomy: a Dataset and Study towards Human Intent Understanding
Computer Vision and Pattern Recognition (CVPR), Virtual, 2021.
[PDF]

Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
LUAI Challenge 2021 on Learning to Understand Aerial Images
Computer Vision and Pattern Recognition Workshops (CVPRW), Virtual, 2021.
[PDF]

Boyi Li*, Felix Wu*, Ser-Nam Lim, Serge Belongie, Kilian Weinberger
On Feature Normalization and Data Augmentation
Computer Vision and Pattern Recognition (CVPR), Virtual, 2021, (*Equal Contribution).
[PDF]

Rui Qian*, Tianjian Meng*, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui
Spatiotemporal Contrastive Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), Virtual, 2021, (*Equal Contribution).
[PDF]

Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha
Benchmarking Representation Learning for Natural World Image Collections
Computer Vision and Pattern Recognition (CVPR), Virtual, 2021.
[PDF]

2020


Ranjita Thapa, Kai Zhang, Noah Snavely, Serge Belongie, Awais Khan
The Plant Pathology Challenge 2020 data set to classify foliar disease of apples
Applications in Plant Sciences, 8 (9), 2020.
[PDF]

Menglin Jia*, Mengyun Shi*, Mikhail Sirotenko*, Yin Cui*, Bharath Hariharan, Claire Cardie, Hartwig Adam, Serge Belongie
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
European Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020, (Oral, *Equal Contribution).
[PDF]

Ruojin Cai*, Guandao Yang*, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, Bharath Hariharan
Learning Gradient Fields for Shape Generation
European Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020, (Spotlight, *Equal Contribution).
[PDF]

Kevin Musgrave, Serge Belongie, Ser-Nam Lim
A Metric Learning Reality Check
European Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020.
[PDF]

Aaron Lou*, Isay Katsman*, Qingxuan Jiang*, Serge Belongie, Ser-Nam Lim, Christopher De Sa
Differentiating through the Fréchet Mean
International Conference on Machine Learning (ICML), Vienna, 2020, (*Equal Contribution).
[PDF]

Ranjita Thapa, Noah Snavely, Serge Belongie, Awais Khan
The FGVC Plant Pathology 2020 challenge dataset to classify foliar diseases of apples
CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Seattle, WA, 2020.
[PDF]

Rui Qian*, Divyansh Garg*, Yan Wang*, Yurong You*, Serge Belongie, Bharath Hariharan, Mark Campbell, Kilian Weinberger, Wei-Lun Chao
End-to-end Pseudo-LiDAR for Image-Based 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), Seattle, WA, 2020, (*Equal Contribution).
[PDF]

Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie
DualSDF: Semantic Shape Manipulation using a Two-Level Representation
Computer Vision and Pattern Recognition (CVPR), Seattle, WA, 2020.
[PDF]

Søren Skovsen, Harald Haraldsson, Abe Davis, Henrik Karstoft, Serge Belongie
Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition
CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Seattle, WA, 2020.
[PDF]

Harald Haraldsson, Søren Skovsen, Ser-Nam Lim, Steve Marschner, Serge Belongie, Abe Davis
Head-mounted AR for Guided Surface Reflectance Capture
CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Seattle, WA, 2020.
[PDF]

Damon Little, Melissa Tulig, Kiat Chuan Tan, Yulong Liu, Serge Belongie, Christine Kaeser‐Chen, Fabián Michelangeli, Kiran Panesar, RV Guha, Barbara Ambrose
An algorithm competition for automatic species identification from herbarium specimens
Applications in Plant Sciences, 8 (6), 2020.
[PDF]

Omid Poursaeed, Vladimir Kim, Eli Shechtman, Jun Saito, Serge Belongie
Neural Puppet: Generative Layered Cartoon Characters
Winter Conference on Applications of Computer Vision (WACV), 2020.
[PDF]

Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Hang Zhang, Serge Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang
Transfer Learning in Computer Vision Tasks: Remember Where You Come From
Image and Vision Computing, 93 (103853), 2020.
[PDF]

2019


Boyi Li*, Felix Wu*, Kilian Q. Weinberger, Serge Belongie
Positional Normalization
Neural Information Processing Systems (NeurIPS), Vancouver, 2019, (Spotlight, *Equal Contribution).
[PDF]

Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge Belongie
Neural Naturalist: Generating Fine-Grained Image Comparisons
Conference on Empirical Methods in Natural Language Processing (EMNLP), Hong Kong, 2019.
[PDF]

Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R. Scott, Hartwig Adam, Serge Belongie
The iMaterialist Fashion Attribute Dataset
ICCV Workshop on Computer Vision for Fashion, Art, and Design (CVFAD), Seoul, Korea, 2019, (Best Paper Award).
[PDF]

Guandao Yang*, Xun Huang*, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, (Oral, *Equal Contribution).
[PDF]

Qian Huang*, Isay Katsman*, Horace He*, Zeqi Gu*, Serge Belongie, Ser-Nam Lim
Enhancing Adversarial Example Transferability with an Intermediate Level Attack
International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, (*Equal Contribution).
[PDF]


Training Machines to Identify Species using GBIF-mediated Datasets
Biodiversity Information Science and Standards (TDWG), Leiden, NL, 2019.
[PDF]

Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris
Towards Ethical Deployment of AI for Conservation Systems
KDD Workshop Data Mining and AI for Conservation (DMAIC), Anchorage, AK, 2019.
[PDF]

Parneet Kaur, Karan Sikka, Weijun Wang, Serge Belongie, Ajay Divakaran
FoodX-251: A Dataset for Fine-grained Food Classification
CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Long Beach, CA, 2019.
[PDF]

Andreas Veit, Serge Belongie
Convolutional Networks with Adaptive Inference Graphs
International Journal of Computer Vision (IJCV), 2019.
[PDF]

Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge Belongie
Class-Balanced Loss Based on Effective Number of Samples
Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019.
[PDF]

Guandao Yang, Tomasz Malisiewicz, Serge Belongie
Learning Data-Adaptive Interest Points through Epipolar Adaptation
Computer Vision and Pattern Recognition Workshops (CVPRW 2019), 2019.
[PDF]

Chenyang Zhang, Christine Kaeser-Chen, Grace Vesom, Jennie Choi, Maria Kessler, Serge Belongie
The iMet Collection 2019 Challenge Dataset
CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Long Beach, CA, 2019.
[PDF]

Ran Sun, Harald Haraldsson, Yuhang Zhao, Serge Belongie
Anon-Emoji: An Optical See-Through Augmented Reality System for Reducing Appearance Bias in Social Interactions
CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019.
[PDF]

Janus Nørtoft Jensen, Morten Hannemose, Jakob Wilm, Anders Bjorholm Dahl, Jeppe Revall Frisvad, Serge Belongie
Generating Spatial Attention Cues via Illusory Motion
CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019, (Videos: http://people.compute.dtu.dk/jnje/illusory-motion).
[PDF]

Po Yen Tseng, Harald Haraldsson, Serge Belongie
Annotate All! A Perspective Preserved Asynchronous Annotation System forCollaborative Augmented Reality
CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Long Beach, CA, 2019.
[PDF]

Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge Belongie
The Herbarium Challenge 2019 Dataset
CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Long Beach, CA, 2019.
[PDF]

Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Bharath Hariharan, Claire Cardie, Serge Belongie
The Fashionpedia Ontology and Fashion Segmentation Dataset
CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Long Beach, CA, 2019.
[PDF]

Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Serge Belongie, Ser-Nam Lim
Adversarial Example Decomposition
International Conference of Machine Learning Workshop (ICMLW), Long Beach, CA, 2019.
[PDF]

Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge Belongie
Understanding Image Quality and Trust in Peer-to-Peer Marketplaces
Winter Conference on Applications of Computer Vision (WACV), Hawaii, 2019.
[PDF]

2018


Longqi Yang, Yin Cui, Yuan Xuan, Chenyang Wang, Serge Belongie, Deborah Estrin
Unbiased Offline Recommender Evaluation for Missing-Not-At-Random Implicit Feedback
ACM Conference on Recommender Systems (RecSys), Vancouver, Canada, 2018.
[PDF]

Omid Poursaeed, Guandao Yang, Aditya Prakash, Hanqing Jiang, Qiuren Fang, Bharath Hariharan, Serge Belongie
Deep Fundamental Matrix Estimation without Correspondences
European Conference on Computer Vision Workshops, Munich, Germany, 2018.
[PDF]

Andreas Veit, Serge Belongie
Convolutional Networks with Adaptive Inference Graphs
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
[PDF]

Guandao Yang, Yin Cui, Serge Belongie, Bharath Hariharan
Learning Single-View 3D Reconstruction with Limited Pose Supervision
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
[PDF]

Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz
Multimodal Unsupervised Image-to-Image Translation
European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
[PDF]

Isay Katsman, Rohun Tripathi, Andreas Veit, Serge Belongie
Semantic Segmentation with Scarce Data
International Conference of Machine Learning Workshop (ICMLW), Stockholm, Sweden, 2018.
[PDF]

Grant Van Horn, Steve Branson, Scott Loarie, Serge Belongie, Pietro Perona
Lean Multiclass Crowdsourcing
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, Serge Belongie
The iNaturalist Species Classification and Detection Dataset
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Andreas Veit, Maximilian Nickel, Serge Belongie, Laurens van der Maaten
Separating Self-Expression and Visual Content in Hashtag Supervision
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
DOTA: A Large-scale Dataset for Object Detection in Aerial Images
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge Belongie
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Omid Poursaeed, Isay Katsman, Bicheng Gao, Serge Belongie
Generative Adversarial Perturbations
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge Belongie
Learning to Evaluate Image Captioning
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Zekun Hao, Xun Huang, Serge Belongie
Controllable Video Generation with Sparse Trajectories
Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.
[PDF]

Harald Haraldsson, Doron Tal, Karla Polo-Garcia, Serge Belongie
PointAR: Augmented Reality for Tele-Assistance
CVPR Workshop on Embedded Computer Vision, Salt Lake City, UT, 2018.
[PDF]

Omid Poursaeed, Tomas Matera, Serge Belongie
Vision-based Real Estate Price Estimation
Machine Vision and Applications, 2018.
[PDF]

2017


Andrew Mendez, Zexi Liu, Eric Jui-Chun Chien, Serge Belongie
Smart Kitchen: A Multi-Modal AR System
2017.
[PDF]

Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge Belongie, Shijian Lu, Xiang Bai
Competition on Reading Chinese Text in the Wild (RCTW-17)
International Conference on Document Analysis and Recognition (ICDAR), Kyoto, Japan, 2017.
[PDF]

Gomez, Raul, Shi, Baoguang, Gomez, Lluis, Numann, Lukas, Veit, Andreas, Matas, Jiri, Belongie, Serge, Karatzas, Dismosthenis
ICDAR2017 competition on reading chinese text in the wild (RCTW-17)
International Conference on Document Analysis and Recognition (ICDAR), Kyoto, Japan, 2017.
[PDF]

Xun Huang, Serge Belongie
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
International Conference on Computer Vision (ICCV), Venice, Italy, 2017, (Oral).
[PDF]

Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael Wilber, Serge Belongie,Sharad Goel, James Davis, Michael S. Bernstein
Crowd Research: Open and Scalable University Laboratories
User Interface Software and Technology (UIST), Quebec City, 2017.
[PDF]

Michael Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie
BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography
International Conference on Computer Vision (ICCV), Venice, Italy, 2017.
[PDF]

Baoguang Shi, Xiang Bai, Serge Belongie
Detecting Oriented Text in Natural Images by Linking Segments
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Andreas Veit, Serge Belongie, Theofanis Karaletsos
Conditional Similarity Networks
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge Belongie
Learning From Noisy Large-Scale Datasets With Minimal Supervision
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Yin Cui, Feng Zhou, Jiang Wang, Xiao Liu, Yuanqing Lin, Serge Belongie
Kernel Pooling for Convolutional Neural Networks
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie
Feature Pyramid Networks for Object Detection
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie
Stacked Generative Adversarial Networks
Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
[PDF]

Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, John P. Pollak, Nicola Dell, Serge Belongie, Curtis Cole, Deborah Estrin
Yum-Me: A Personalized Nutrient-Based Meal Recommender System
ACM Transactions on Information Systems (TOIS), 36 (1), 2017.
[PDF]

Subarna Tripathi, Maxwell Collins, Matthew Brown, Serge Belongie
Pose2Instance: Harnessing Keypoints for Person Instance Segmentation
arXiv preprint arXiv:1704.01152, 2017.
[PDF]

Cheng-Kang Hsieh, Longqi Yang, Yin Cui, Tsung-Yi Lin, Serge Belongie, Deborah Estrin
Collaborative Metric Learning
International Conference on World Wide Web (WWW), Perth, 2017.
[PDF]

2016


Andreas Veit, Michael Wilber, Serge Belongie
Residual Networks Behave Like Ensembles of Relatively Shallow Networks
Neural Information Processing Systems (NIPS), Barcelona, 2016.
[PDF]

Subarna Tripathi, Zachary C. Lipton, Serge Belongie, Truong Nguyen
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks
British Machine Vision Conference (BMVC), York, UK, 2016.
[PDF]

Mohammad Moghimi, Mohammad Saberian, Jian Yang, Li-Jia Li, Nuno Vasconcelos, Serge Belongie
Boosted Convolutional Neural Networks
British Machine Vision Conference (BMVC), York, UK, 2016.
[PDF]

Hani Altwaijry, Andreas Veit, Serge Belongie
Learning to Detect and Match Keypoints with Deep Architectures
British Machine Vision Conference (BMVC), York, UK, 2016.
[PDF]

Tsung-Yi Lin, Serge Belongie, James Hays
Cross-View Image Geo-localization
Large-Scale Visual Geo-Localization, pp. 59-76, Springer, 2016.
[PDF]

Hani Altwaijry, Eduard Trulls, James Hays, Pascal Fua, Serge Belongie
Learning to Match Aerial Images with Deep Attentive Architectures
Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016.
[PDF]

Yin Cui, Feng Zhou, Yuanqing Lin, Serge Belongie
Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop
Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016.
[PDF]

Theofanis Karaletsos, Serge Belongie, Gunnar Rätschurl = http://vision.cornell.edu/se3/wp-content/uploads/2016/02/1506.05011v3.pdf
Bayesian representation learning with oracle constraints
International Conference on Learning Representations (ICLR), San Juan, PR, 2016.
[PDF]

Theofanis Karaletsos, Serge Belongie, Gunnar Rätschurl = http://vision.cornell.edu/se3/wp-content/uploads/2016/02/1506.05011v3.pdf
Bayesian representation learning with oracle constraints
International Conference on Learning Representations (ICLR), San Juan, PR, 2016.
[PDF]

Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen
Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation
Winter Conference on Applications of Computer Vision (WACV), 2016.
[PDF]

Michael Wilber, Vitaly Shmatikov, Serge Belongie
Can we still avoid automatic face detection?
Winter Conference on Applications of Computer Vision (WACV), 2016.
[PDF]

Andreas Veit, Tomas Matera, Lukas Neumann, Jiri Matas, Serge Belongie
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images
arXiv preprint arXiv:1601.07140, 2016.
[PDF]

2015


Andreas Veit*, Balazs Kovacs*, Sean Bell, Julian McAuley, Kavita Bala, Serge Belongie
Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences
International Conference on Computer Vision (ICCV), Santiago, Chile, 2015, (*Equal Contribution).
[PDF]

Michael Wilber, Iljung S. Kwak, David Kriegman, Serge Belongie
Learning Concept Embeddings with Combined Human-Machine Expertise
International Conference on Computer Vision (ICCV), 2015.
[PDF]

Serge Belongie, Pietro Perona
Visipedia circa 2015
Pattern Recognition Letters, 2015.
[PDF]

Genevieve Patterson, Grant Van Horn, Serge Belongie, Pietro Perona, James Hays
Tropel: Crowdsourcing Detectors with Minimal Training
Human Computation (HCOMP), San Diego, CA, 2015.
[PDF]

Andreas Veit, Michael Wilber, Rajan Vaish, Serge Belongie, James Davis, others
On Optimizing Human-Machine Task Assignments
AAAI Conference on Human Computation and Crowdsourcing (HCOMP), San Diego, CA, 2015, (Work in Progress).
[PDF]

Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen
Semantic Video Segmentation : Exploring Inference Efficiency
ISOCC, 2015.
[PDF]

Longqi Yang, Yin Cui, Fan Zhang, John P. Pollak, Serge Belongie, Deborah Estrin
PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface
International Conference on Information and Knowledge Management (CIKM) , Melbourne, 2015.
[PDF]

Brian A. Levine, Jeremy Feinstein, Queenie V. Neri, Dan Goldschlag, Zev Rosenwaks, Serge Belongie, Gianpiero D. Palermo
Three-dimensional sperm surface reconstruction: a novel approach to assessing sperm morphology
Fertility and Sterility, in press, 2015.
[PDF]

Tsung-Yi Lin, Yin Cui, Serge Belongie, James Hays
Learning Deep Representations for Ground-to-Aerial Geolocalization
Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015, (Oral).
[PDF]

Van Horn, Grant, Branson, Steve, Farrell, Ryan, Haber, Scott, Barry, Jessie, Ipeirotis, Panos, Perona, Pietro, Serge Belongie
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015.
[PDF]

Chow, Chi Wai, Belongie, Serge, Kleissl, Jan
Cloud motion and stability estimation for intra-hour solar forecasting
Solar Energy, 115, 2015.
[PDF]

Catherine Wah, Subhransu Maji, Serge Belongie
Learning Localized Perceptual Similarity Metrics for Interactive Categorization
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, 2015.
[PDF]

Mohammad Moghimi, Jacqueline Kerr, Eileen Johnson, Suneeta Godbole, Serge Belongie
Discriminative Regions: A Substrate for Analyzing Life-logging Image Sequences
MultiMedia Modelling (MMM), Sydney, Australia, 2015.
[PDF]

2014


Jeremy Feinstein, Brian A. Levine, Serge Belongie
Three-Dimensional Spermatozoa Surface Reconstruction
Cornell University, 2014, (MEng Project Report).
[PDF]

Steve Branson, Grant Van Horn, Serge Belongie, Pietro Perona
Bird Species Categorization Using Pose Normalized Deep Convolutional Nets
British Machine Vision Conference (BMVC), Nottingham, 2014.
[PDF]

Mohammad Moghimi, Wanmin Wu, Jacqueline Chen, Suneeta Godbole, Simon Marshall, Jacqueline Kerr, Serge Belongie
Analyzing Sedentary Behavior in Life-logging Images
IEEE International Conference on Image Processing (ICIP) 2014, 2014.
[PDF]

Piotr Dollár, Ron Appel, Serge Belongie, Pietro Perona
Fast Feature Pyramids for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014.
[PDF]

Hani Altwaijry, Mohammad Moghimi, Serge Belongie
Recognizing Locations with Google Glass: A Case Study
IEEE Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, Colorado, 2014.
[PDF]

Phuc Xuan Nguyen, Kai Wang, Serge Belongie
Video Text Detection and Recognition: Dataset and Benchmark
Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.
[PDF]

David Lluncor, Serge Belongie, Peter Rullan, Vera Morhenn
Regression and classification methods for nasolabial folds
Journal of Dermatology, 41 (1), 2014.
[PDF]

Subarna Tripathi, Youngbae Hwang, Serge Belongie, Truong Nguyen
Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing
Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.
[PDF]

Christopher Barngrover, Ryan Kastner, Serge Belongie
Semisynthetic Versus Real-World Sonar Training Data for the Classification of Mine-Like Objects
IEEE Journal of Oceanic Engineering, 2014.
[PDF]

Steve Branson, Grant Van Horn, Catherine Wah, Pietro Perona, Serge Belongie
The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization
International Journal of Computer Vision (IJCV), 2014.
[PDF]

Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona, Serge Belongie
Similarity Comparisons for Interactive Fine-Grained Categorization
Computer Vision and Pattern Recognition (CVPR), Columbus, OH, 2014.
[PDF]

Chong Cao, Sam Kwak, Serge Belongie, David Kriegman, Haizhou Ai
Adaptive Ranking of Facial Attractiveness
IEEE International Conference on Multimedia & Expo (ICME), Chengdu, 2014.
[PDF]

Mohammad Moghimi, Pablo Azagra, Luis Montesano, Ana C. Murillo, Serge Belongie
Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition
CVPR Workshop on Egocentric (First-person) Vision, Columbus, OH, 2014.
[PDF]

Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick
Microsoft COCO: Common Objects in Context
European Conference on Computer Vision (ECCV), Zürich, 2014, (Oral).
[PDF]

Michael Wilber, Sam Kwak, Serge Belongie
Cost-Effective HITs for Relative Similarity Comparisons
Human Computation and Crowdsourcing (HCOMP), Pittsburgh, 2014.
[PDF]

Tomas Matera, Jan Jakes, Munan Cheng, Serge Belongie
A User Friendly Crowdsourcing Task Manager
Workshop on Computer Vision and Human Computation, Columbus, OH, 2014.
[PDF]

2013


Hani Altwaijry, Serge Belongie
Relative Ranking of Facial Attractiveness
Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, Florida, 2013.
[PDF]

Steve Branson, Oscar Beijbom, Serge Belongie
Efficient Large-Scale Structured Learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013.
[PDF]

Tsung-Yi Lin, Serge Belongie, James Hays
Cross-view Image Geolocalization
CVPR, Portland, OR, 2013.
[PDF]

Catherine Wah, Serge Belongie
Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013.
[PDF]

Arturo Flores, Eric Christiansen, David Kriegman, Serge Belongie
Camera distance from face images
International Symposium on Visual Computing (ISVC), Crete, 2013.
[PDF]

Eric Christiansen, Iljung Sam Kwak, Serge Belongie, David Kriegman
Face box shape and verification
International Symposium on Visual Computing (ISVC), Crete, 2013.
[PDF]

Iljung Sam Kwak, Ana C. Murillo, Peter Belhumeur, Serge Belongie, David Kriegman
From Bikers to Surfers: Visual Recognition of Urban Tribes
British Machine Vision Conference (BMVC), Bristol, 2013.
[PDF]

Eric Christiansen, Vincent Rabaud, Andrew Ziegler, David Kriegman, Serge Belongie
Match-time covariance for descriptors
British Machine Vision Conference (BMVC), Bristol, 2013.
[PDF]

Hani Altwaijry, Serge Belongie
Ultra-wide Baseline Aerial Imagery Matching in Urban Environments
British Machine Vision Conference (BMVC), Bristol, 2013.
[PDF]

Genevieve Patterson, Grant Van Horn, Serge Belongie, Pietro Perona, James Hays
Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop
NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, 2013.
[PDF]

2012


Andrew Ziegler, Serge Belongie
Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces
Applications of Computer Vision (WACV), Breckenridge, CO, 2012.
[PDF]

Ana C. Murillo, Iljung Sam Kwak, Lubomir Bourdev, David Kriegman, Serge Belongie
Urban Tribes: Analyzing Group Photos from a Social Perspective
CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM), Providence, RI, 2012.
[PDF]

Andrew Ziegler, Eric Christiansen, David Kriegman, Serge Belongie
Locally Uniform Comparison Image Descriptor
Neural Information Processing Systems (NIPS), Lake Tahoe, NV, 2012.
[PDF]

2011


Boris Babenko, Ming-Hsuan Yang, Serge Belongie
Visual Tracking with Online Multiple Instance Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2011.
[PDF]

Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet
From Region Similarity to Category Discovery
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011.
[PDF]

Tsubasa Yoshida, Kris Kitani, Serge Belongie, Kevin Schlei, Hideki Koike
EdgeSonic: Image Feature Sonification for the Visually Impaired
International Conference on the Augmented Human, Tokyo, 2011.
[PDF]

Boris Babenko, Nakul Varma, Piotr Dollar, Serge Belongie
Multiple Instance Learning with Manifold Bags
International Conference on Machine Learning (ICML), Bellevue, WA, 2011.
[PDF]

Omer Tamuz, Ce Liu, Serge Belongie, Ohad Shamir, Adam Kalai
Adaptively Learning the Crowd Kernel
International Conference on Machine Learning (ICML), Bellevue, WA, 2011.
[PDF]

Kai Wang, Boris Babenko, Serge Belongie
End-to-End Scene Text Recognition
IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.
[PDF]

Florian Schroff, Tali Treibitz, David Kriegman, Serge Belongie
Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison
IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.
[PDF]

Steve Branson, Pietro Perona, Serge Belongie
Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models
IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.
[PDF]

Catherine Wah, Steve Branson, Pietro Perona, Serge Belongie
Multiclass Recognition and Part Localization with Humans in the Loop
IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.
[PDF]

Prasanna Krishnasamy, Serge Belongie, David Kriegman
Wet Fingerprint Recognition: Challenges and Opportunities
International Joint Conference on Biometrics (IJCB), Washington, DC, 2011.
[PDF]

Christopher Barngrover, Serge Belongie, Ryan Kastner
JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation
International Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, 2011.
[PDF]

2010


Carolina Galleguillos, Brian McFee, Serge Belongie, Gert R. G. Lanckriet
Multi-Class Object Localization by Combining Local Contextual Interactions
IEEE Conference in Computer Vision and Pattern Recognition (CVPR), 2010.
[PDF]

Arturo Flores, Serge Belongie
Removing pedestrians from Google Street View images
IEEE International Workshop on Mobile Vision, San Francisco, CA, 2010.
[PDF]

Tess Winlock, Eric Christiansen, Serge Belongie
Toward real-time grocery detection for the visually impaired
Computer Vision Applications for the Visually Impaired (CVAVI), San Francisco, CA, 2010.
[PDF]

Carolina Galleguillos, Serge Belongie
Context Based Object Categorization: A Critical Survey
Computer Vision and Image Understanding (CVIU), 114, 2010.
[PDF]

Kai Wang, Eric Rescorla, Hovav Shacham, Serge Belongie
OpenScan: A Fully Transparent Optical Scan Voting System
Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE). USENIX/ACCURATE/IAVoSS, Washington, DC, 2010.
[PDF]

Kai Wang, Serge Belongie
Word Spotting in the Wild
European Conference on Computer Vision (ECCV), Heraklion, Crete, 2010.
[PDF]

Steve Branson, Catherine Wah, Boris Babenko, Florian Schroff, Peter Welinder, Pietro Perona, Serge Belongie
Visual Recognition with Humans in the Loop
European Conference on Computer Vision (ECCV), Heraklion, Crete, 2010.
[PDF]

Piotr Dollár, Serge Belongie, Pietro Perona
The Fastest Pedestrian Detector In The West
British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010.
[PDF]

Tsubasa Yoshida, Kris Kitani, Serge Belongie, Kevin Schlei
EdgeSonic: Sonification of Image Features for the Visually Impaired
Workshop on Interactive Systems and Software, Japan, 2010.
[PDF]

Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona
The Multidimensional Wisdom of Crowds
Neural Information Processing Systems Conference (NIPS), 2010.
[PDF]

Peter Welinder, Steve Branson, Takeshi Mita, Catherine Wah, Florian Schroff, Serge Belongie, Pietro Perona
Caltech-UCSD Birds 200
Caltech (CNS-TR-201), 2010.
[PDF]

2009


Boris Babenko, Ming-Hsuan Yang, Serge Belongie
Visual Tracking with Online Multiple Instance Learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.
[PDF]

Vincent Rabaud, Serge Belongie
Linear Embeddings in Non-Rigid Structure From Motion
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.
[PDF]

Josh Wills, Sameer Agarwal, David Kriegman, Serge Belongie
Toward a Perceptual Space for Gloss
ACM Transactions on Graphics, 28 (4), 2009.
[PDF]

Andrew Rabinovich, Serge Belongie
Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition
International Workshop on Visual Scene Understanding (ViSU), Miami, FL, 2009.
[PDF]

Peter Faymonville, Kai Wang, John Miller, Serge Belongie
CAPTCHA-based Image Labeling on the Soylent Grid
Human Computation Workshop (HCOMP), Paris, France, 2009.
[PDF]

Boris Babenko, Steve Branson, Serge Belongie
Similarity Metrics for Categorization: from Monolithic to Category Specific
International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009.
[PDF]

Piotr Dollár, Zhuowen Tu, Pietro Perona, Serge Belongie
Integral Channel Features
British Machine Vision Conference (BMVC), London, England, 2009.
[PDF]

Boris Babenko, Ming-Hsuan Yang, Serge Belongie
A Family of Online Boosting Algorithms
Online Learning for Computer Vision (OLCV), Kyoto, 2009.
[PDF]

Carolina Galleguillos, Peter Faymonville, Serge Belongie
BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice
Workshop on Emergent Issues in Large Amounts of Visual Data, Kyoto, Japan, 2009.
[PDF]

Sravanthi Kota Venkata, Ikkjin Ahn, Donghwan Jeon, Anshuman Gupta, Christopher Louie, Saturnino Garcia, Serge Belongie, Michael Bedford Taylor
SD-VBS: The San Diego Vision Benchmark Suite
IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, 2009.
[PDF]

Boris Babenko, Piotr Dollár, Serge Belongie
Multiple Instance Learning with Query Bags
, 2009.
[PDF]

Hourieh Fakourfar, Serge Belongie
Fingerprint Recognition System Performance in the Maritime Environment
Workshop on Applications of Computer Vision (WACV), Snowbird, UT, 2009.
[PDF]

Manmohan Chandraker, Sameer Agarwal, David Kriegman, Serge Belongie
Globally Optimal Algorithms for Stratified Autocalibration
International Journal of Computer Vision (IJCV), 2009.
[PDF]

2008


Boris Babenko, Piotr Dollár, Zhuowen Tu, Serge Belongie
Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning
RealFaces, Marseille, France, 2008.
[PDF]

Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge Belongie
Weakly Supervised Object Recognition and Localization with Stable Segmentations
European Conference on Computer Vision (ECCV), Marseille, France, 2008.
[PDF]

Carolina Galleguillos, Andrew Rabinovich, Serge Belongie
Object Categorization using Co-Occurrence, Location and Appearance
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008.
[PDF]

Martin Koch, Jonathan Maltz, Bijumon Gangadharan, Supratik Bose, Himanshu Shukla, Ali Bani-Hashemi, Serge Belongie
Automatic Co-registration of Volumetric Datasets Based on Prostate Seed Fiducial Markers
ISBI, Paris, France, 2008.
[PDF]

Fredrik Kahl, Sameer Agarwal, Manmohan Chandraker, David Kriegman, Serge Belongie
Practical Global Optimization for Multiview Geometry
International Journal of Computer Vision (IJCV), 79 (3), 2008.
[PDF]

Carolina Galleguillos, Serge Belongie
Context Based Object Categorization: A Critical Survey
(CS2008-092), 2008.
[PDF]

Piotr Dollár, Boris Babenko, Pietro Perona, Serge Belongie, Zhuowen Tu
Multiple Component Learning for Object Detection
European Conference on Computer Vision (ECCV), 2008.
[PDF]

Vincent Rabaud, Serge Belongie
Re-Thinking Non-Rigid Structure From Motion
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
[PDF]

Martin Koch, Jonathan Maltz, Serge Belongie, Bijumon Gangadharan, Supratik Bose, Ali Bani-Hashemi
Automatic coregistration of volumetric images based on implanted fiducial markers
Medical Physics, 35 (10), 2008.
[PDF]

2007


Stephan Steinbach, Vincent Rabaud, Serge Belongie
Soylent Grid: It’s Made of People!
Workshop on Interactive Computer Vision (ICV), Rio de Janeiro, 2007.
[PDF]

Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora, Serge Belongie
Objects in Context
ICCV, Rio de Janeiro, 2007.
[PDF]

Andrew Rabinovich, Andrea Vedaldi, Serge Belongie
Does Image Segmentation Improve Object Categorization?
(CS2007-090), 2007.
[PDF]

Boris Babenko, Piotr Dollár, Serge Belongie
Task Specific Local Region Matching
ICCV, Rio de Janeiro, 2007.
[PDF]

Michele Merler, Carolina Galleguillos, Serge Belongie
Recognizing Groceries in situ Using in vitro Training Data
SLAM, Minneapolis, MN, 2007.
[PDF]

Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert Lanckriet, David Kriegman, Serge Belongie
Generalized Non-metric Multidimensional Scaling
AISTATS, San Juan, Puerto Rico, 2007.
[PDF]

Manmohan Chandraker, Sameer Agarwal, David Kriegman, Serge Belongie
Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration
ICCV, 2007.
[PDF]

Piotr Dollár, Vincent Rabaud, Serge Belongie
Non-Isometric Manifold Learning: Analysis and an Algorithm
International Conference On Machine Learning (ICML), 2007.
[PDF]

Piotr Dollár, Vincent Rabaud, Serge Belongie
Learning to Traverse Image Manifolds
UCSD CSE (CS2007-087), 2007.
[PDF]

Piotr Dollár, Zhouwen Tu, Hai Tao, Serge Belongie
Feature Mining For Image Classification
CVPR, 2007.
[PDF]

2006


Josh Wills, Sameer Agarwal, Serge Belongie
A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion
International Journal of Computer Vision (IJCV), 68 (2), 2006.
[PDF]

Andrew Rabinovich, Stanislaw Krajewski, Maryla Krajewska, Ahmed Shabaik, Stephen M. Hewitt, Serge Belongie, John C. Reed, Jeffrey H. Price
Automated Scanning and Display of Tissue Microarrays
IEEE Transactions on Information Technology in Biomedicine, 10 (12), 2006.
[PDF]

Sameer Agarwal, Kristin Branson, Serge Belongie
Higher-Order Learning with Graphs
International Conference On Machine Learning (ICML), Pittsburgh, PA, 2006.
[PDF]

Robin Hewitt, Serge Belongie
Active Learning in Face Recognition: Using Tracking to Build a Face Model
V4HCI, New York City, 2006.
[PDF]

Nadav Ben-Haim, Boris Babenko, Serge Belongie
Improving Web-based Image Search via Content Based Clustering
SLAM, New York City, 2006.
[PDF]

Vincent Rabaud, Serge Belongie
Counting Crowded Moving Objects
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.
[PDF]

Piotr Dollár, Zhuowen Tu, Serge Belongie
Supervised Learning of Edges and Object Boundaries
CVPR, New York City, 2006.
[PDF]

Andrew Rabinovich, Tilman Lange, Joachim Buhmann, Serge Belongie
Model Order Selection and Cue Combination for Image Segmentation
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.
[PDF]

Satya Mallick, Sameer Agarwal, David Kriegman, Serge Belongie, Bridget Carragher, Clint Potter
Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.
[PDF]

Ben Ochoa, Serge Belongie
Covariance Propagation for Guided Matching
SMVP, Graz, Austria, 2006.
[PDF]

Sameer Agarwal, Manmohan Chandraker, Fredrik Kahl, David Kriegman, Serge Belongie
Practical Global Optimization for Multiview Geometry
European Conference on Computer Vision (ECCV), Graz, Austria, 2006.
[PDF]

Piotr Dollár, Vincent Rabaud, Serge Belongie
Learning to Traverse Image Manifolds
Neural Information Processing Systems Conference (NIPS), 2006.
[PDF]

2005


Greg Mori, Serge Belongie, Jitendra Malik
Efficient Shape Matching Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence, 27 (11), 2005.
[PDF]

Sanjeev Kumar, Mainak Biswas, Serge Belongie, Truong Nguyen
Spatio-temporal texture synthesis and image inpainting for video applications
ICIP, Genova, Italy, 2005.
[PDF]

Serge Belongie, Kristin Branson, Piotr Dollár, Vincent Rabaud
Monitoring Animal Behavior in the Smart Vivarium
Measuring Behavior, Wageningen, NL, 2005.
[PDF]

Serge Belongie, Greg Mori, Jitendra Malik
Matching with Shape Contexts
Analysis and Statistics of Shapes Birkhäuser, 2005.
[PDF]

Ivan Laptev, Serge Belongie, Patrick Pérez, Josh Wills
Periodic Motion Detection and Segmentation via Approximate Sequence Alignment
ICCV, Beijing, China, 2005.
[PDF]

Louka Dlagnekov, Serge Belongie
Recognizing Cars
(CS2005-083), 2005.
[PDF]

Marília Maschion, Vincent Rabaud, Serge Belongie
Computer Vision: Fact and Fiction
UCSD/Calit2, 2005.
[PDF]

Piotr Dollár, Vincent Rabaud, Garrison Cottrell, Serge Belongie
Behavior Recognition via Sparse Spatio-Temporal Features
IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Beijing, China, 2005.
[PDF]

Vincent Rabaud, Serge Belongie
Big Little Icons
Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005.
[PDF]

Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David Kriegman, Serge Belongie
Beyond Pairwise Clustering
CVPR, San Diego, CA, 2005.
[PDF]

Kristin Branson, Serge Belongie
Tracking Multiple Mouse Contours (Without Too Many Samples)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, 2005, (in review).
[PDF]

2004


Sameer Agarwal, Satya Mallick, David Kriegman, Serge Belongie
On Refractive Optical Flow
ECCV, Prague, Czech Republic, 2004.
[PDF]

Julio Carballido Gamio, Serge Belongie, Sharmila Majumdar
Normalized Cuts in 3D for Spinal MRI Segmentation
IEEE Transactions on Medical Imaging, 23 (1), 2004.
[PDF]

Serge Belongie, Josh Wills
Structure from Periodic Motion
Workshop on Spatial Coherence for Visual Motion Analysis (SCVMA), Prague, Czech Republic, 2004.
[PDF]

Charless Fowlkes, Serge Belongie, Fan Chung, Jitendra Malik
Spectral Grouping Using the Nyström Method
IEEE Transactions on Pattern Analysis and Machine Intelligence, 26 (2), 2004.
[PDF]

Josh Wills, Serge Belongie
A Feature-based Approach for Determining Dense Long Range Correspondences
European Conference on Computer Vision (ECCV), Prague, Czech Republic, 2004.
[PDF]

2003


Sameer Agarwal, Serge Belongie
Segmentation by Example
UCSD (CS2003-076), 2003.
[PDF]

Sameer Agarwal, Ravi Ramamoorthi, Serge Belongie, Henrik Wann Jensen
Structured Importance Sampling of Environment Maps
SIGGRAPH, San Diego, CA, 2003.
[PDF]

Kristin Branson, Vincent Rabaud, Serge Belongie
Three Brown Mice: See How They Run
IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Nice, France, 2003.
[PDF]

Rabinovich, A., Agarwal, S., Laris, C., Price, J., Serge Belongie
Unsupervised Spectral Decomposition of Histologically Stained Tissue Samples
NIPS, Vancouver, BC, 2003.
[PDF]

Josh Wills, Sameer Agarwal, Serge Belongie
What Went Where
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Madison, WI, 2003.
[PDF]

2002


Sameer Agarwal, Serge Belongie
On the Non-Optimality of Four Color Coding of Image Partitions
ICIP, 2002.
[PDF]

Julio Carballido Gamio, Serge Belongie, Sharmila Majumdar
Normalized Cuts for Spinal MRI Segmentation
CARS, Paris, France, 2002.
[PDF]

Charless Fowlkes, Qun Shan, Serge Belongie, Jitendra Malik
Extracting Global Structure from Gene Expression Profiles
Methods of Microarray Data Analysis II Kluwer Academic, 2002.
[PDF]

Serge Belongie, C. Fowlkes, F. R. K. Chung, J. Malik
Spectral Partitioning with Indefinite Kernels using the Nyström Extension
ECCV, Copenhagen, Denmark, 2002.
[PDF]

Serge Belongie, Jitendra Malik, Jan Puzicha
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence, 24 (4), 2002.
[PDF]

Chad Carson, Serge Belongie, Hayit Greenspan, Jitendra Malik
Blobworld: Color- and Texture-Based Image Segmentation Using EM and Its Application to Image Querying and Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 24 (8), 2002.
[PDF]

Gianluca Donato, Serge Belongie
Approximate Thin Plate Spline Mappings
ECCV, Copenhagen, Denmark, 2002.
[PDF]

2001


Charless Fowlkes, Qun Shan, Serge Belongie, Jitendra Malik
Extracting Global Structure from Gene Expression Profiles
CAMDA, Durham, NC, 2001.
[PDF]

Serge Belongie, Jitendra Malik, Jan Puzicha
Matching Shapes
ICCV, 2001, (Awarded Helmholtz Prize at ICCV 2015).
[PDF]

Charless Fowlkes, Serge Belongie, Jitendra Malik
Efficient Spatiotemporal Grouping Using the Nyström Method
CVPR, 2001.
[PDF]

Jitendra Malik, Serge Belongie, Thomas Leung, Jianbo Shi
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision (IJCV), 43 (1), 2001.
[PDF]

Greg Mori, Serge Belongie, Jitendra Malik
Shape Contexts Enable Efficient Retrieval of Similar Shapes
CVPR, 2001.
[PDF]

2000


Jitendra Malik, Serge Belongie, Thomas Leung, Jianbo Shi
Contour and Texture Analysis for Image Segmentation
Perceptual Organization for Artificial Vision Systems Kluwer Academic, 2000.
[PDF]

Serge Belongie, J. Malik
Matching with Shape Contexts
Content-based Access of Image and Video Libraries (CBAIVL), Hilton Head, SC, 2000.
[PDF]

Serge Belongie, Jitendra Malik, Jan Puzicha
Shape Context: A new descriptor for shape matching and object recognition
Neural Information Processing Systems Conference (NIPS), 2000.
[PDF]

Jan Puzicha, Serge Belongie
Model-based Halftoning for Color Image Segmentation
International Conference on Pattern Recognition (ICPR), Barcelona, Spain, 2000.
[PDF]

Serge Belongie
Image segmentation and shape matching for object recognition
University of California, Berkeley, 2000.
[PDF]

1999


Jitendra Malik, Jianbo Shi, Serge Belongie, Thomas Leung
Grouping in the Normalized Cut Framework
Shape, Contour and Grouping in Computer Vision, 1999.
[PDF]

Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, Jitendra Malik
Blobworld: A system for region-based image indexing and retrieval
VISUAL, Amsterdam, 1999.
[PDF]

J. Malik, Serge Belongie, Shi, J., Leung, T.
Textons, Contours and Regions: Cue Integration in Image Segmentation
IEEE International Conference on Computer Vision (ICCV), 1999.
[PDF]

B.S. Manjunath, Y. Deng, D.A. Forsyth, C. Carson, S. Ioffe, Serge Belongie, J. Malik, W.- Y. Ma, A. Puri, T. Chen
Image retrieval in digital libraries
Multimedia: Standards, Systems and Networks Marcel Dekker, 1999.
[PDF]

1998


Jianbo Shi, Serge Belongie, Thomas Leung, Jitendra Malik
Image and Video Segmentation: The Normalized Cut Framework
International Conference on Image Processing (ICIP), Chicago, IL, 1998.
[PDF]

Serge Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik
Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval
IEEE International Conference on Computer Vision (ICCV), 1998.
[PDF]

Serge Belongie, Jitendra Malik
Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion
European Conference on Computer Vision (ECCV), Freiburg, Germany, 1998.
[PDF]

1997


Serge Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik
Recognition of Images in Large Databases Using a Learning Framework
(97-939), 1997.
[PDF]

Chad Carson, Serge Belongie, Hayit Greenspan, Jitendra Malik
Region-Based Image Querying
Content-based Access of Image and Video Libraries (CBAIVL), Puerto Rico, 1997.
[PDF]

1996


Jitendra Malik, David Forsyth, Margaret Fleck, Hayit Greenspan, Thomas Leung, Chad Carson, Serge Belongie, Chris Bregler
Finding Objects in Image Databases by Grouping
International Conference on Image Processing (ICIP), 1996.
[PDF]

David Forsyth, Jitendra Malik, Margaret Fleck, Hayit Greenspan, Thomas Leung, Serge Belongie, Chad Carson, Chris Bregler
Finding Pictures of Objects in Large Collections of Images
ECCV textquoteright96 International Workshop on Object Recognition for Computer Vision, Cambridge, England, 1996.
[PDF]

Serge Belongie, Robert Blasi, Kevin Murphy
Grouping of Color and Texture Features for Automated Image Annotation
U.C. Berkeley, 1996.
[PDF]

1994


Hayit Greenspan, Serge Belongie, Pietro Perona, Rodney Goodman
Rotation Invariant Texture Recognition Using a Steerable Pyramid
International Conference on Pattern Recognition (ICPR), 1994.
[PDF]

Hayit Greenspan, Serge Belongie, Pietro Perona, Rodney Goodman, Subrata Rakshit, Charles Anderson
Overcomplete Steerable Pyramid Filters and Rotation Invariance
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1994.
[PDF]