Bharat Singh

me

About Me

I am a PhD student in Computer Science department at University of Maryland, College Park. My research area is computer vision. For the past two years I am primarily working on Object Detection.




Publications:

Object Detection

An Analysis of Scale Invariance in Object Detection - SNIP: Bharat Singh and Larry S. Davis pdf

R-FCN-3000 at 30fps: Decoupling Detection and Classification: Bharat Singh, Hengduo Li, Abhishek Sharma and Larry S. Davis pdf

Soft-NMS -- Improving Object Detection With One Line of Code: Navaneeth Bodla, Bharat Singh, Rama Chellappa and Larry S. Davis, ICCV 2017 pdf code reviews rebuttal

Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks: Seyed A. Esmaeili, Bharat Singh, and Larry S. Davis, CVPR 2017 pdf dataset

Action Detection

Temporal Context Network for Activity Localization in Videos: Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis and Yan Qiu Che, ICCV 2017 pdf ActivityNet 2017 code

A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection: Bharat Singh, Michael Jones, Tim Marks, Oncel Tuzel and Ming Shao, CVPR 2016 pdf dataset+results ActivityNet Video

Large Scale Video Retrieval

VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products: Xintong Han, Bharat Singh, Vlad I. Morariu and Larry S. Davis, IEEE Transactions on Multimedia, TMM 2017 pdf crawler

Selecting Relevant Web Trained Concepts for Automated Event Retrieval: Bharat Singh, Xintong Han, Zhe Wu, Vlad I. Morariu and Larry S. Davis, ICCV 2015 pdf crawler

Miscellaneous

Deception Detection in Videos: Zhe Wu, Bharat Singh, Larry S. Davis and V. S. Subrahmanian, AAAI 2018 pdf

Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation: Carlos Castillo, Soham De, Xintong Han, Bharat Singh, Abhay Kumar Yadav, and Tom Goldstein, ICASSP 2017 pdf

Training Neural Networks Without Gradients: A Scalable ADMM Approach: Gavin Taylor, Ryan Burmeister, Zheng Xu, Bharat Singh, Ankit Patel and Tom Goldstein, ICML 2016 pdf

Quase Real-Time Sub-space 3D Deformable Fusion: Bharat Singh, Stavros Alchatzidis and Nikos Paragios, ISBI 2015 pdf

PSPGC: Part-Based Seeds for Parametric Graph-Cuts: Bharat Singh, Xintong Han, Zhe Wu, and Larry Davis, ACCV 2014 pdf



Contact:

Bharat Singh,
3362, A. V. Williams Building,
University of Maryland,
College Park - 20742

Email: bharat [at] cs [dot] umd [dot] edu

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