3 papers
cs.CV2020
Intelligent Querying for Target Tracking in Camera Networks using Deep Q-Learning with n-Step Bootstrapping
Anil Sharma, Saket Anand, Sanjit K. Kaul
Surveillance camera networks are a useful infrastructure for various visual analytics applications, where high-level inferences and predictions could be made based on target tracki…
cs.CV2018
A Reinforcement Learning Approach to Target Tracking in a Camera Network
Anil Sharma, Prabhat Kumar, Saket Anand +1
Target tracking in a camera network is an important task for surveillance and scene understanding. The task is challenging due to disjoint views and illumination variation in diffe…
cs.LG2018
Foresee: Attentive Future Projections of Chaotic Road Environments with Online Training
Anil Sharma, Prabhat Kumar
In this paper, we train a recurrent neural network to learn dynamics of a chaotic road environment and to project the future of the environment on an image. Future projection can b…