1 citations · 3 across the 6 of their papers we have counts for
6 papers
The Need for Neural ISP in the Small-Pixel Era: How Shrinking Pixels Push Optics to the Limit and Neural Restoration Pushes Back
Jingxi Li, Neerja Aggarwal, Laurent Gudemann +4
Smartphone telephoto cameras are approaching a "telephoto physics wall": as pixel pitches shrink toward sub-0.5 micron, the optics remain limited by geometric aberrations, leading…
Efficient Few-shot Identity Preserving Attribute Editing for 3D-aware Deep Generative Models
Vishal Vinod
Identity preserving editing of faces is a generative task that enables modifying the illumination, adding/removing eyeglasses, face aging, editing hairstyles, modifying expression…
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement
K. Ram Prabhakar, Vishal Vinod, Nihar Ranjan Sahoo +1
Enhancing practical low light raw images is a difficult task due to severe noise and color distortions from short exposure time and limited illumination. Despite the success of exi…
TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images
Vishal Vinod, Tanmay Shah, Dmitry Lagun
Recent work in Neural Fields (NFs) learn 3D representations from class-specific single view image collections. However, they are unable to reconstruct the input data preserving hig…
Estimating Leaf Water Content using Remotely Sensed Hyperspectral Data
Vishal Vinod, Rahul Raj, Rohit Pingale +1
Plant water stress may occur due to the limited availability of water to the roots/soil or due to increased transpiration. These factors adversely affect plant physiology and photo…
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access
Vishal Vinod, Susmit Agrawal, Vipul Gaurav +2
In rural regions of several developing countries, access to quality healthcare, medical infrastructure, and professional diagnosis is largely unavailable. Many of these regions are…