Jignesh S. Bhatt

31 papers C 10Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	SWAN: Self-supervised Wavelet Neural Network for Hyperspectral Image Unmixing. CoRR Yassh Ramchandani, S. S. Vijayashekhar, Jignesh S. Bhatt
2025	—	`conf`	Text Classification Using LLM and Group Relative Policy Optimization (GRPO). PReMI (2) Vikas Vaghasiya, Disha Shimpi, Pratik Shah, Jignesh S. Bhatt
2024	J	`jnl`	An AI-Based Low-Risk Lung Health Image Visualization Framework Using LR-ULDCT. J. Imaging Inform. Medicine Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2024	—	`conf`	An Analytical CNN: Use of Wavelets for Learning Image Structures in Cross-Domain Generalization. NCC Manaswini Piduguralla, Jignesh S. Bhatt
2024	—	`conf`	Visualizing Dynamics of Federated Medical Models via Conversational Memory Elements. ICPR (12) Sanidhya Kumar, Varun Vilvadrinath, Jignesh S. Bhatt, Ashish Phophalia
2023	—	`conf`	A Cognitive Behavioral AI: Novel Conversational Memory Elements for Technical Understanding of Medical Deep Denoisers. CogMI Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra, Tanmay Ambadkar
2023	—	`conf`	A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. SSP Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2023	J	`jnl`	A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. CoRR Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2023	C	`conf`	Self-Supervised Deep Network for Automatic Target Recognition in SAR. IGARSS Sai Kumar Bashetti, Jignesh S. Bhatt
2022	J	`jnl`	A Practical Approach for Hyperspectral Unmixing Using Deep Learning. IEEE Geosci. Remote. Sens. Lett. S. S. Vijayashekhar, Vijay S. Deshpande, Jignesh S. Bhatt
2022	—	`conf`	Accessible, Affordable and Low-Risk Lungs Health Monitoring in Covid-19: Deep Cascade Reconstruction from Degraded LR-ULDCT. ISBI Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2021	J	`jnl`	A Blind Spectral Unmixing in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. S. S. Vijayashekhar, Jignesh S. Bhatt
2021	J	`jnl`	An unsupervised deep learning framework for medical image denoising. CoRR Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2021	J	`jnl`	Augmented Noise Learning Framework for Enhancing Medical Image Denoising. IEEE Access Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra
2021	C	`conf`	Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations. IGARSS Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
2021	J	`jnl`	Towards glass-box CNNs. CoRR Manaswini Piduguralla, Jignesh S. Bhatt
2020	C	`conf`	A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning. IGARSS Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
2020	C	`conf`	Deep Learning in Hyperspectral Unmixing: A Review. IGARSS Jignesh S. Bhatt, Manjunath V. Joshi
2020	J	`jnl`	Virtual Dimensionality of Hyperspectral Data: Use of Multiple Hypothesis Testing for Controlling Type-I Error. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay
2019	—	`conf`	A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images. PReMI (1) Uday Kiran Challa, Pavankumar Yellamraju, Jignesh S. Bhatt
2019	C	`conf`	A Novel Approach for Abundance Estimation in Wavelet Domain. IGARSS S. S. Vijayashekhar, Jignesh S. Bhatt
2019	C	`conf`	A Practical Approach for SAR Image Despeckling Using Deep Learning. IGARSS Khilan Ravani, Shivam Saboo, Jignesh S. Bhatt
2019	C	`conf`	A Statistical Approach to Improve Virtual Dimensionality of Hyperspectral Data. IGARSS S. S. Vijayashekhar, Jignesh S. Bhatt, Bhargab Chattopadhyay
2019	J	`jnl`	Abundance Estimation Using Discontinuity Preserving and Sparsity-Induced Priors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
2019	—	`conf`	Bayesian Deep Learning for Deformable Medical Image Registration. PReMI (2) Vijay S. Deshpande, Jignesh S. Bhatt
2018	—	`conf`	A Multitemporal Linear Spectral Unmixing: An Iterative Approach Accounting For Abundance Variations. WHISPERS Jignesh S. Bhatt, Manjunath V. Joshi, S. S. Vijayashekhar
2018	C	`conf`	A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior. IGARSS Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt
2018	J	`jnl`	Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO. CoRR Jignesh S. Bhatt, N. Padmanabhan
2018	C	`conf`	Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index. TENCON Vikas Jain, Ashish Phophalia, Jignesh S. Bhatt
2017	C	`conf`	Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning. ICMV Manu Sharma, Jignesh S. Bhatt, Manjunath V. Joshi
2014	J	`jnl`	A Data-Driven Stochastic Approach for Unmixing Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jignesh S. Bhatt, Manjunath V. Joshi, Mehul S. Raval