5 citations · 13 across the 20 of their papers we have counts for
7 papers · 2 filters
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network
Zeeshan Khan, Mukul Khanna, Shanmuganathan Raman
High dynamic range (HDR) image generation from a single exposure low dynamic range (LDR) image has been made possible due to the recent advances in Deep Learning. Various feed-forw…
Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images
Gagan Kanojia, Shanmuganathan Raman
Consider a set of images of a scene consisting of moving objects captured using a hand-held camera. In this work, we propose an algorithm which takes this set of multi-view images…
DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification
Shubham Kumar Singh, Krishna P Miyapuram, Shanmuganathan Raman
Person re-identification aims to associate images of the same person over multiple non-overlapping camera views at different times. Depending on the human operator, manual re-ident…
Exploring Temporal Differences in 3D Convolutional Neural Networks
Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman
Traditional 3D convolutions are computationally expensive, memory intensive, and due to large number of parameters, they often tend to overfit. On the other hand, 2D CNNs are less…
Attentive Spatio-Temporal Representation Learning for Diving Classification
Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman
Competitive diving is a well recognized aquatic sport in which a person dives from a platform or a springboard into the water. Based on the acrobatics performed during the dive, di…
LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences
Sudhakar Kumawat, Manisha Verma, Shanmuganathan Raman
Recognizing facial expressions is one of the central problems in computer vision. Temporal image sequences have useful spatio-temporal features for recognizing expressions. In this…