Image segmentation using deep learning: A survey S Minaee, Y Boykov, F Porikli, A Plaza, N Kehtarnavaz, D Terzopoulos IEEE transactions on pattern analysis and machine intelligence 44 (7), 3523-3542, 2021 | 3144 | 2021 |
Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader, ... IEEE journal of selected topics in applied earth observations and remote …, 2012 | 2934 | 2012 |
Hyperspectral remote sensing data analysis and future challenges JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ... IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013 | 1992 | 2013 |
Recent advances in techniques for hyperspectral image processing A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ... Remote sensing of environment 113, S110-S122, 2009 | 1837 | 2009 |
Graph convolutional networks for hyperspectral image classification D Hong, L Gao, J Yao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5966-5978, 2020 | 1274 | 2020 |
Sparse unmixing of hyperspectral data MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 49 (6), 2014-2039, 2011 | 1139 | 2011 |
SpectralFormer: Rethinking hyperspectral image classification with transformers D Hong, Z Han, J Yao, L Gao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 837 | 2021 |
Land surface emissivity retrieval from different VNIR and TIR sensors JA Sobrino, JC Jiménez-Muñoz, G Sòria, M Romaguera, L Guanter, ... IEEE transactions on geoscience and remote sensing 46 (2), 316-327, 2008 | 819 | 2008 |
A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data A Plaza, P Martínez, R Pérez, J Plaza IEEE transactions on geoscience and remote sensing 42 (3), 650-663, 2004 | 810 | 2004 |
Total variation spatial regularization for sparse hyperspectral unmixing MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 50 (11), 4484-4502, 2012 | 772 | 2012 |
Deep learning classifiers for hyperspectral imaging: A review ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS Journal of Photogrammetry and Remote Sensing 158, 279-317, 2019 | 768 | 2019 |
Spectral–spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields J Li, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 50 (3), 809-823, 2011 | 764 | 2011 |
Spatial/spectral endmember extraction by multidimensional morphological operations A Plaza, P Martinez, R Pérez, J Plaza IEEE transactions on geoscience and remote sensing 40 (9), 2025-2041, 2002 | 737 | 2002 |
Advances in hyperspectral image and signal processing: A comprehensive overview of the state of the art P Ghamisi, N Yokoya, J Li, W Liao, S Liu, J Plaza, B Rasti, A Plaza IEEE Geoscience and Remote Sensing Magazine 5 (4), 37-78, 2017 | 705 | 2017 |
Semisupervised hyperspectral image segmentation using multinomial logistic regression with active learning J Li, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4085-4098, 2010 | 668 | 2010 |
Advanced spectral classifiers for hyperspectral images: A review P Ghamisi, J Plaza, Y Chen, J Li, AJ Plaza IEEE Geoscience and Remote Sensing Magazine 5 (1), 8-32, 2017 | 646 | 2017 |
A new deep convolutional neural network for fast hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS journal of photogrammetry and remote sensing 145, 120-147, 2018 | 578 | 2018 |
Big data for remote sensing: Challenges and opportunities M Chi, A Plaza, JA Benediktsson, Z Sun, J Shen, Y Zhu Proceedings of the IEEE 104 (11), 2207-2219, 2016 | 550 | 2016 |
Generalized composite kernel framework for hyperspectral image classification J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson IEEE transactions on geoscience and remote sensing 51 (9), 4816-4829, 2013 | 524 | 2013 |
Collaborative sparse regression for hyperspectral unmixing MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on geoscience and remote sensing 52 (1), 341-354, 2013 | 501 | 2013 |