Search Results for author: Jignesh S. Bhatt

Found 4 papers, 0 papers with code

A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images

no code implementations4 Nov 2023 Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

Unlike existing paired unbounded unidirectional translation networks, in this paper, we consider unpaired medical images and provide a strictly bounded network that yields a stable bidirectional translation.

Dictionary Learning Generative Adversarial Network +1

An unsupervised deep learning framework for medical image denoising

no code implementations11 Mar 2021 Swati Rai, Jignesh S. Bhatt, S. K. Patra

This paper introduces an unsupervised medical image denoising technique that learns noise characteristics from the available images and constructs denoised images.

Dictionary Learning Image Denoising +1

Towards glass-box CNNs

no code implementations11 Jan 2021 Piduguralla Manaswini, Jignesh S. Bhatt

With the substantial performance of neural networks in sensitive fields increases the need for interpretable deep learning models.

Dimensionality Reduction

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