5 citations · 12 across the 18 of their papers we have counts for
9 papers · 1 filter
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…
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting
Indra Deep Mastan, Shanmuganathan Raman
Recently, there is a vast interest in developing methods which are independent of the training samples such as deep image prior, zero-shot learning, and internal learning. The meth…
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…
Multi-level Encoder-Decoder Architectures for Image Restoration
Indra Deep Mastan, Shanmuganathan Raman
Many real-world solutions for image restoration are learning-free and based on handcrafted image priors such as self-similarity. Recently, deep-learning methods that use training d…