1 citations · 2 across the 7 of their papers we have counts for
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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…
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…