52 citations · 105 across the 22 of their papers we have counts for
4 papers · 1 filter
Motion Blur removal via Coupled Autoencoder
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
In this paper a joint optimization technique has been proposed for coupled autoencoder which learns the autoencoder weights and coupling map (between source and target) simultaneou…
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar
This work addresses the problem of reconstructing biomedical signals from their lower dimensional projections. Traditionally Compressed Sensing (CS) based techniques have been empl…
SfMLearner++: Learning Monocular Depth & Ego-Motion using Meaningful Geometric Constraints
Vignesh Prasad, Brojeshwar Bhowmick
Most geometric approaches to monocular Visual Odometry (VO) provide robust pose estimates, but sparse or semi-dense depth estimates. Off late, deep methods have shown good performa…
Constructing Category-Specific Models for Monocular Object-SLAM
Parv Parkhiya, Rishabh Khawad, J. Krishna Murthy +2
We present a new paradigm for real-time object-oriented SLAM with a monocular camera. Contrary to previous approaches, that rely on object-level models, we construct category-level…