Publications

  • Unsupervised Hard Example Mining from Videos for Improved Object Detection. SouYoung Jin*, Aruni RoyChowdhury*, Huaizu Jiang, Ashish Singh, Aditya Prasad, Deep Chakraborty, and Erik Learned-Miller. European Conference on Computer Vision (ECCV), 2018. {paper}
  • The Best of Both Worlds: Combining CNNs and geometric constraints for hierarchichal motion segmentation. Pia Bideau, Aruni RoyChowdhury, Rakesh Menon, Erik Learned-Miller. Computer Vision and Pattern Recognition (CVPR), 2018.{project page}
  • Reducing Duplicate Filters in Deep Neural Networks. Aruni RoyChowdhury, Prakhar Sharma and Erik Learned-Miller. NIPS workshop on Deep Learning: Bridging Theory and Practice (DLTP), 2017. {paper}
  • Bilinear Convolutional Neural Networks for Fine-grained Visual Recognition. Tsung-Yu Lin, Aruni RoyChowdhury and Subhransu Maji. IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2017. {project page}
  • Distinguishing Weather Phenomena from Bird Migration Patterns in Radar Imagery. Aruni RoyChowdhury, Daniel Sheldon, Subhransu Maji and Erik Learned-Miller. CVPR workshop on Perception Beyond the Visual Spectrum (PBVS), 2016. {paper}
  • One-to-many face recognition with bilinear CNNs. Aruni RoyChowdhury, Tsung-Yu Lin, Subhransu Maji and Erik Learned-Miller. Winter Conference on Applications of Computer Vision (WACV), 2016. {paper} {slides} {arxiv-old}
  • Bilinear CNN Models for Fine-grained Visual Recognition. Tsung-Yu Lin, Aruni RoyChowdhury and Subhransu Maji. International Conference on Computer Vision (ICCV), 2015. {project page}
  • Stroke level user-adaptation for stroke order free online handwriting recognition. D Dutta, A Roy Chowdhury, U Bhattacharya, SK Parui. International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014.
  • Scene text detection using sparse stroke information and MLP. A Roy Chowdhury, U Bhattacharya, SK Parui. International Conference on Pattern Recognition (ICPR), 2012.
  • Building a Personal Handwriting Recognizer on an Android Device. D Dutta, A Roy Chowdhury, U Bhattacharya, SK Parui. International Conference on Frontiers in Handwriting Recognition (ICFHR), 2012.
  • Text detection of two major Indian scripts in natural scene images. A Roy Chowdhury, U Bhattacharya, SK Parui. ICDAR Workshop on Camera-Based Document Analysis and Recognition (CBDAR), 2011.