8 citations · 11 across the 5 of their papers we have counts for
5 papers
SWAN: Self-supervised Wavelet Neural Network for Hyperspectral Image Unmixing
Yassh Ramchandani, Vijayashekhar S S, Jignesh S. Bhatt
In this article, we present SWAN: a three-stage, self-supervised wavelet neural network for joint estimation of endmembers and abundances from hyperspectral imagery. The contiguous…
A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images
Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
Medical image translation is an ill-posed problem. Unlike existing paired unbounded unidirectional translation networks, in this paper, we consider unpaired medical images and prov…
An unsupervised deep learning framework for medical image denoising
Swati Rai, Jignesh S. Bhatt, S. K. Patra
Medical image acquisition is often intervented by unwanted noise that corrupts the information content. This paper introduces an unsupervised medical image denoising technique that…
Towards glass-box CNNs
Piduguralla Manaswini, Jignesh S. Bhatt
With the substantial performance of neural networks in sensitive fields increases the need for interpretable deep learning models. Major challenge is to uncover the multiscale and…
Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO
Jignesh S. Bhatt, N. Padmanabhan
The launch of KALPANA-1 satellite in the year 2002 heralded the establishment of an indigenous operational payload for meteorological predictions. This was further enhanced in the…