Deep learning in hyperspectral unmixing: A review JS Bhatt, MV Joshi IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 77 | 2020 |
Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning M Sharma, JS Bhatt, MV Joshi Tenth international conference on machine vision (ICMV 2017) 10696, 226-233, 2018 | 42 | 2018 |
A practical approach for hyperspectral unmixing using deep learning VS Deshpande, JS Bhatt IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 28 | 2021 |
A Data-Driven Stochastic Approach for Unmixing Hyperspectral Imagery JS Bhatt, MV Joshi, MS Raval IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 27 | 2014 |
Investigation of a joint splitting criteria for decision tree classifier use of information gain and gini index V Jain, A Phophalia, JS Bhatt TENCON 2018-2018 IEEE Region 10 Conference, 2187-2192, 2018 | 24 | 2018 |
An unsupervised deep learning framework for medical image denoising S Rai, JS Bhatt, SK Patra arXiv preprint arXiv:2103.06575, 2021 | 21 | 2021 |
A practical approach for SAR image despeckling using deep learning K Ravani, S Saboo, JS Bhatt IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 19 | 2019 |
Spectral unmixing using autoencoder with spatial and spectral regularizations JR Patel, MV Joshi, JS Bhatt 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3321 …, 2021 | 17 | 2021 |
Augmented noise learning framework for enhancing medical image denoising S Rai, JS Bhatt, SK Patra IEEE Access 9, 117153-117168, 2021 | 16 | 2021 |
Virtual Dimensionality of Hyperspectral Data: Use of Multiple Hypothesis Testing For Controlling Type I Error SS Vijayashekhar, JS Bhatt, B Chattopadhyay IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 15 | 2020 |
A Blind Spectral Unmixing in Wavelet domain V S S, J Bhatt IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 14 | 2021 |
Bayesian deep learning for deformable medical image registration VS Deshpande, JS Bhatt International Conference on Pattern Recognition and Machine Intelligence, 41-49, 2019 | 14 | 2019 |
Regularization in Hyperspectral Unmixing JS Bhatt, MV Joshi Bellingham, WA, SPIE Press, USA, 2016 | 12 | 2016 |
A multi-class deep all-cnn for detection of diabetic retinopathy using retinal fundus images UK Challa, P Yellamraju, JS Bhatt International Conference on Pattern Recognition and Machine Intelligence …, 2019 | 11 | 2019 |
A multitemporal linear spectral unmixing: An iterative approach accounting for abundance variations JS Bhatt, MV Joshi, SS Vijayashekhar 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018 | 9 | 2018 |
Abundance estimation using discontinuity preserving and sparsity-induced priors JR Patel, MV Joshi, JS Bhatt IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 8 | 2019 |
Accessible, affordable and low-risk lungs health monitoring in covid-19: Deep cascade reconstruction from degraded lr-uldct S Rai, JS Bhatt, SK Patra 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 7 | 2022 |
Towards glass-box cnns P Manaswini, JS Bhatt arXiv preprint arXiv:2101.10443, 2021 | 7 | 2021 |
Image Registration for Meteorological Applications: Development of a generalized software for sensor data registration at ISRO JS Bhatt, N Padmanabhan IEEE Geoscience and Remote Sensing Magazine 8 (4), 23-37, 2020 | 7 | 2020 |
A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning JR Patel, MV Joshi, JS Bhatt IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 7 | 2020 |