Serge Belongie

Research interests

Publications

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

  Journal · 2019 · https://doi.org/10.1109/iccv.2019.00464

• Class-Balanced Loss Based on Effective Number of Samples

  Journal · 2019 · 10.1109/cvpr.2019.00949

• Multimodal Unsupervised Image-to-Image Translation

  Lecture notes in computer science · 2018 · 10.1007/978-3-030-01219-9_11

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

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00418

• The iNaturalist Species Classification and Detection Dataset

  Journal · 2018 · 10.1109/cvpr.2018.00914

• Feature Pyramid Networks for Object Detection

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.106

• Detecting Oriented Text in Natural Images by Linking Segments

  Journal · 2017 · 10.1109/cvpr.2017.371

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

  Journal · 2017 · https://doi.org/10.1109/iccv.2017.167

• Residual Networks Behave Like Ensembles of Relatively Shallow Networks

  arXiv (Cornell University) · 2016 · 10.48550/arxiv.1605.06431

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

  · 2015 · 10.1109/cvpr.2015.7298658

• Microsoft COCO: Common Objects in Context

  Lecture notes in computer science · 2014 · https://doi.org/10.1007/978-3-319-10602-1_48

• Fast Feature Pyramids for Object Detection

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 10.1109/tpami.2014.2300479

• End-to-end scene text recognition

  Journal · 2011 · 10.1109/iccv.2011.6126402

• Word Spotting in the Wild

  Lecture notes in computer science · 2010 · https://doi.org/10.1007/978-3-642-15549-9_43

• The Fastest Pedestrian Detector in the West

  · 2010 · 10.5244/c.24.68

• Robust Object Tracking with Online Multiple Instance Learning

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 10.1109/tpami.2010.226

• Integral Channel Features

  Journal · 2009 · 10.5244/c.23.91

• Visual tracking with online Multiple Instance Learning

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 10.1109/cvpr.2009.5206737

• Objects in Context

  · 2007 · 10.1109/iccv.2007.4408986

• Behavior Recognition via Sparse Spatio-Temporal Features

  Journal · 2006 · 10.1109/vspets.2005.1570899

• Efficient shape matching using shape contexts

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · https://doi.org/10.1109/tpami.2005.220

• Shape contexts enable efficient retrieval of similar shapes

  Journal · 2005 · https://doi.org/10.1109/cvpr.2001.990547

• Spectral grouping using the nystrom method

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 10.1109/tpami.2004.1262185

• Blobworld: image segmentation using expectation-maximization and its application to image querying

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 10.1109/tpami.2002.1023800

• Shape matching and object recognition using shape contexts

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · https://doi.org/10.1109/34.993558

• Contour and Texture Analysis for Image Segmentation

  International Journal of Computer Vision · 2001 · 10.1023/a:1011174803800

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

  Lecture notes in computer science · 1999 · 10.1007/3-540-48762-x_63

Current projects

No projects listed.