Journals/Conferences/books/book chapters : Journals
- IEEE GRSM, IEEE JSTARS
- Jignesh S. Bhatt, Manjunath V. Joshi, and Mehul S. Raval, A data-driven stochastic approach for unmixing hyperspectral imagery, "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing", 7(6), pp. 1936 -1946, June, 2014.
Conferences
IEEE IGARSS, IEEE WHISPERS, SPIE Remote Sensing, ICMV, PReMI.
- Jignesh S. Bhatt, Manjunath V. Joshi, and Mehul S. Raval, "A regularization based method for spectral unmixing of imaging spectrometer data, " In Proceedings of SPIE 8537 on Image and Signal Processing for Remote Sensing XVIII, Edinburgh, UK, 24 -27 September, 2012.
- Jignesh R. Patel, Manjunath V. Joshi and Jignesh S. Bhatt, "A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior, " In IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 22-27 July, 2018.
- Jignesh R. Patel; Manjunath V. Joshi and Jignesh S. Bhatt, "A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning, " In International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, USA, 26 September- 2 October, 2020.
- Jignesh R. Patel, Manjunath V. Joshi and Jignesh S. Bhatt, "Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations, " In IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 11-16 July, 2021.
Books
- Regularization in hyperspectral unmixing, SPIE Press USA, 2016.
- Unmixing approaches in hyperspectral remote sensing, CRC Press, to appear.
- Jignesh S. Bhatt, Manjunath V. Joshi, and Mehul S. Raval, A data-driven stochastic approach for unmixing hyperspectral imagery, "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing", 7(6), pp. 1936 -1946, June, 2014.
- Jignesh S. Bhatt, Manjunath V. Joshi, and Mehul S. Raval, "A parametric statistical model over spectral space for the unmixing of imaging spectrometer data, " In Proceedings of SPIE 8537 on Image and Signal Processing for Remote Sensing XVIII, Edinburgh, UK, 24 September, 2012.