Jignesh S. Bhatt

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Diabetic Retinopathy

Top Venues

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

Publications

Manaswini Piduguralla, Jignesh S. Bhatt
An Analytical CNN: Use of Wavelets for Learning Image Structures in Cross-Domain Generalization. NCC (2024)
Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra, Tanmay Ambadkar
A Cognitive Behavioral AI: Novel Conversational Memory Elements for Technical Understanding of Medical Deep Denoisers. CogMI (2023)
Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. SSP (2023)
Sai Kumar Bashetti, Jignesh S. Bhatt
Self-Supervised Deep Network for Automatic Target Recognition in SAR. IGARSS (2023)
Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. CoRR (2023)
Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
Accessible, Affordable and Low-Risk Lungs Health Monitoring in Covid-19: Deep Cascade Reconstruction from Degraded LR-ULDCT. ISBI (2022)
S. S. Vijayashekhar, Vijay S. Deshpande, Jignesh S. Bhatt
A Practical Approach for Hyperspectral Unmixing Using Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Piduguralla Manaswini, Jignesh S. Bhatt
Towards glass-box CNNs. CoRR (2021)
Swati Rai, Jignesh S. Bhatt, S. K. Patra
Augmented Noise Learning Framework for Enhancing Medical Image Denoising. IEEE Access 9 (2021)
S. S. Vijayashekhar, Jignesh S. Bhatt
A Blind Spectral Unmixing in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Swati Rai, Jignesh S. Bhatt, S. K. Patra
An unsupervised deep learning framework for medical image denoising. CoRR (2021)
Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations. IGARSS (2021)
Jignesh S. Bhatt, Manjunath V. Joshi
Deep Learning in Hyperspectral Unmixing: A Review. IGARSS (2020)
S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay
Virtual Dimensionality of Hyperspectral Data: Use of Multiple Hypothesis Testing for Controlling Type-I Error. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning. IGARSS (2020)
Uday Kiran Challa, Pavankumar Yellamraju, Jignesh S. Bhatt
A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images. PReMI (1) (2019)
Vijay S. Deshpande, Jignesh S. Bhatt
Bayesian Deep Learning for Deformable Medical Image Registration. PReMI (2) (2019)
S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay
A Statistical Approach to Improve Virtual Dimensionality of Hyperspectral Data. IGARSS (2019)
Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
Abundance Estimation Using Discontinuity Preserving and Sparsity-Induced Priors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Khilan Ravani, Shivam Saboo, Jignesh S. Bhatt
A Practical Approach for SAR Image Despeckling Using Deep Learning. IGARSS (2019)
S. S. Vijayashekhar, Jignesh S. Bhatt
A Novel Approach for Abundance Estimation in Wavelet Domain. IGARSS (2019)
Jignesh S. Bhatt, N. Padmanabhan
Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO. CoRR (2018)
Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior. IGARSS (2018)
Vikas Jain, Ashish Phophalia, Jignesh S. Bhatt
Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index. TENCON (2018)
Jignesh S. Bhatt, Manjunath V. Joshi, S. S. Vijayashekhar
A Multitemporal Linear Spectral Unmixing: An Iterative Approach Accounting For Abundance Variations. WHISPERS (2018)
Manu Sharma, Jignesh S. Bhatt, Manjunath V. Joshi
Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning. ICMV (2017)
Jignesh S. Bhatt, Manjunath V. Joshi, Mehul S. Raval
A Data-Driven Stochastic Approach for Unmixing Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)