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Journals/Conferences/books/book chapters

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.
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