149 citations · 278 across the 55 of their papers we have counts for
3 papers · 1 filter
Multi-modal Capsule Routing for Actor and Action Video Segmentation Conditioned on Natural Language Queries
Bruce McIntosh, Kevin Duarte, Yogesh S Rawat +1
In this paper, we propose an end-to-end capsule network for pixel level localization of actors and actions present in a video. The localization is performed based on a natural lang…
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning
Shruti Vyas, Yogesh S Rawat, Mubarak Shah
The recent success in deep learning has lead to various effective representation learning methods for videos. However, the current approaches for video representation require large…
VideoCapsuleNet: A Simplified Network for Action Detection
Kevin Duarte, Yogesh S Rawat, Mubarak Shah
The recent advances in Deep Convolutional Neural Networks (DCNNs) have shown extremely good results for video human action classification, however, action detection is still a chal…