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Jignesh S. Bhatt
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2020 – today
- 2024
- [c17]Manaswini Piduguralla, Jignesh S. Bhatt:
An Analytical CNN: Use of Wavelets for Learning Image Structures in Cross-Domain Generalization. NCC 2024: 1-6 - 2023
- [c16]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: 41-48 - [c15]Sai Kumar Bashetti, Jignesh S. Bhatt:
Self-Supervised Deep Network for Automatic Target Recognition in SAR. IGARSS 2023: 8158-8161 - [c14]Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra:
A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. SSP 2023: 61-65 - [i4]Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra:
A Strictly Bounded Deep Network for Unpaired Cyclic Translation of Medical Images. CoRR abs/2311.02480 (2023) - 2022
- [j6]S. S. Vijayashekhar
, Vijay S. Deshpande
A Practical Approach for Hyperspectral Unmixing Using Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c13]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: 1-5 - 2021
- [j5]Swati Rai, Jignesh S. Bhatt
Augmented Noise Learning Framework for Enhancing Medical Image Denoising. IEEE Access 9: 117153-117168 (2021) - [j4]S. S. Vijayashekhar
A Blind Spectral Unmixing in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10287-10302 (2021) - [c12]Jignesh R. Patel
Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations. IGARSS 2021: 3321-3324 - [i3]Manaswini Piduguralla, Jignesh S. Bhatt:
Towards glass-box CNNs. CoRR abs/2101.10443 (2021) - [i2]Swati Rai, Jignesh S. Bhatt, Sarat Kumar Patra:
An unsupervised deep learning framework for medical image denoising. CoRR abs/2103.06575 (2021) - 2020
- [j3]S. S. Vijayashekhar
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: 2974-2985 (2020) - [c11]Jignesh R. Patel
A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning. IGARSS 2020: 1512-1515 - [c10]Jignesh S. Bhatt, Manjunath V. Joshi:
Deep Learning in Hyperspectral Unmixing: A Review. IGARSS 2020: 2189-2192
2010 – 2019
- 2019
- [j2]Jignesh R. Patel
Abundance Estimation Using Discontinuity Preserving and Sparsity-Induced Priors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2148-2158 (2019) - [c9]S. S. Vijayashekhar
A Novel Approach for Abundance Estimation in Wavelet Domain. IGARSS 2019: 2159-2162 - [c8]S. S. Vijayashekhar
A Statistical Approach to Improve Virtual Dimensionality of Hyperspectral Data. IGARSS 2019: 2272-2275 - [c7]Khilan Ravani, Shivam Saboo, Jignesh S. Bhatt:
A Practical Approach for SAR Image Despeckling Using Deep Learning. IGARSS 2019: 2957-2960 - [c6]Vijay S. Deshpande
Bayesian Deep Learning for Deformable Medical Image Registration. PReMI (2) 2019: 41-49 - [c5]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: 191-199 - 2018
- [c4]Jignesh R. Patel
A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior. IGARSS 2018: 6167-6170 - [c3]Vikas Jain
Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index. TENCON 2018: 2187-2192 - [c2]Jignesh S. Bhatt, Manjunath V. Joshi, S. S. Vijayashekhar
A Multitemporal Linear Spectral Unmixing: An Iterative Approach Accounting For Abundance Variations. WHISPERS 2018: 1-5 - [i1]Jignesh S. Bhatt, N. Padmanabhan:
Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO. CoRR abs/1805.08706 (2018) - 2017
- [c1]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: 106960W - 2014
- [j1]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): 1936-1946 (2014)
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