1 citations · 2 across the 7 of their papers we have counts for
7 papers
2T-UNET: A Two-Tower UNet with Depth Clues for Robust Stereo Depth Estimation
Rohit Choudhary, Mansi Sharma, Rithvik Anil
Stereo correspondence matching is an essential part of the multi-step stereo depth estimation process. This paper revisits the depth estimation problem, avoiding the explicit stere…
A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network
Sally Khaidem, Mansi Sharma, Abhipraay Nevatia
A neuromorphic camera is an image sensor that emulates the human eyes capturing only changes in local brightness levels. They are widely known as event cameras, silicon retinas or…
Tactile-ViewGCN: Learning Shape Descriptor from Tactile Data using Graph Convolutional Network
Sachidanand V S, Mansi Sharma
For humans, our "senses of touch" have always been necessary for our ability to precisely and efficiently manipulate objects of all shapes in any environment, but until recently, n…
A Novel Hierarchical Light Field Coding Scheme Based on Hybrid Stacked Multiplicative Layers and Fourier Disparity Layers for Glasses-Free 3D Displays
Joshitha Ravishankar, Mansi Sharma
This paper presents a novel hierarchical coding scheme for light fields based on transmittance patterns of low-rank multiplicative layers and Fourier disparity layers. The proposed…
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation
Mansi Sharma, Abheesht Sharma, Kadvekar Rohit Tushar +1
The task of predicting smooth and edge-consistent depth maps is notoriously difficult for single image depth estimation. This paper proposes a novel Bilateral Grid based 3D convolu…
A Hierarchical Coding Scheme for Glasses-free 3D Displays Based on Scalable Hybrid Layered Representation of Real-World Light Fields
Joshitha R, Mansi Sharma
This paper presents a novel hierarchical coding scheme for light fields based on transmittance patterns of low-rank multiplicative layers and Fourier disparity layers. The proposed…