Jignesh S. Bhatt

According to our database, Jignesh S. Bhatt authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An Analytical CNN: Use of Wavelets for Learning Image Structures in Cross-Domain Generalization.

Manaswini Piduguralla, Jignesh S. Bhatt

Proceedings of the National Conference on Communications, 2024

Visualizing Dynamics of Federated Medical Models via Conversational Memory Elements.

Sanidhya Kumar, Varun Vilvadrinath, Jignesh S. Bhatt, Ashish Phophalia

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

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

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Self-Supervised Deep Network for Automatic Target Recognition in SAR.

Sai Kumar Bashetti, Jignesh S. Bhatt

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Cognitive Behavioral AI: Novel Conversational Memory Elements for Technical Understanding of Medical Deep Denoisers.

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra, Tanmay Ambadkar

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2022

A Practical Approach for Hyperspectral Unmixing Using Deep Learning.

S. S. Vijayashekhar, Vijay S. Deshpande, Jignesh S. Bhatt

IEEE Geosci. Remote. Sens. Lett., 2022

Accessible, Affordable and Low-Risk Lungs Health Monitoring in Covid-19: Deep Cascade Reconstruction from Degraded LR-ULDCT.

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

A Blind Spectral Unmixing in Wavelet Domain.

S. S. Vijayashekhar, Jignesh S. Bhatt

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An unsupervised deep learning framework for medical image denoising.

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

CoRR, 2021

Towards glass-box CNNs.

Manaswini Piduguralla, Jignesh S. Bhatt

CoRR, 2021

Augmented Noise Learning Framework for Enhancing Medical Image Denoising.

Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra

IEEE Access, 2021

Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations.

Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Virtual Dimensionality of Hyperspectral Data: Use of Multiple Hypothesis Testing for Controlling Type-I Error.

S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning.

Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Learning in Hyperspectral Unmixing: A Review.

Jignesh S. Bhatt, Manjunath V. Joshi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Abundance Estimation Using Discontinuity Preserving and Sparsity-Induced Priors.

Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Bayesian Deep Learning for Deformable Medical Image Registration.

Vijay S. Deshpande, Jignesh S. Bhatt

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images.

Uday Kiran Challa, Pavankumar Yellamraju, Jignesh S. Bhatt

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

A Statistical Approach to Improve Virtual Dimensionality of Hyperspectral Data.

S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Approach for Abundance Estimation in Wavelet Domain.

S. S. Vijayashekhar, Jignesh S. Bhatt

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Practical Approach for SAR Image Despeckling Using Deep Learning.

Khilan Ravani, Shivam Saboo, Jignesh S. Bhatt

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO.

Jignesh S. Bhatt, N. Padmanabhan

CoRR, 2018

A Multitemporal Linear Spectral Unmixing: An Iterative Approach Accounting For Abundance Variations.

Jignesh S. Bhatt, Manjunath V. Joshi, S. S. Vijayashekhar

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index.

Vikas Jain, Ashish Phophalia, Jignesh S. Bhatt

Proceedings of the TENCON 2018, 2018

A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior.

Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning.

Manu Sharma, Jignesh S. Bhatt, Manjunath V. Joshi

Proceedings of the Tenth International Conference on Machine Vision, 2017

2014

A Data-Driven Stochastic Approach for Unmixing Hyperspectral Imagery.

Jignesh S. Bhatt, Manjunath V. Joshi, Mehul S. Raval

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014