Publications

Please check the latest papers on Google scholar.

[Self-train] Automatic adaptation of object detectors to new domains using self-training,
Aruni RoyChowdhury, Prithvijit Chakrabarty, Ashish Singh, SouYoung Jin, Huaizu Jiang, Liangliang Cao and Erik Learned-Miller.
Computer Vision and Pattern Recognition (CVPR), 2019 .
[paper] [project page] NEW
[HardExample] 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] [project page]
* equal contribution
[MotionSegment] 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]
[DuplicateFilters] 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]
[B-CNN TPAMI] 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.
[paper] [project page]
[Radar] 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]
[LFW Survey] Labeled Faces in the Wild: A Survey.
Erik Learned-Miller, Gary B. Huang, Aruni RoyChowdhury, Haoxiang Li, and Gang Hua.
Advances in Face Detection and Facial Image Analysis, Springer, 2016..
[paper] [poject page]
[Face B-CNN] 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] Bilinear CNN Models for Fine-grained Visual Recognition.
Tsung-Yu Lin, Aruni RoyChowdhury and Subhransu Maji.
International Conference on Computer Vision (ICCV), 2015.
[paper] [project page] (oral)

Older publications from undergrad:

  • 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.