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jun li
jun li
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Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields
J Li, JM Bioucas-Dias, A Plaza
Geoscience and Remote Sensing, IEEE Transactions on 50 (3), 809-832, 2013
6322013
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
5232010
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
4702013
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
4262017
Minimum volume simplex analysis: A fast algorithm to unmix hyperspectral data
J Li, JM Bioucas-Dias
IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008
4242008
Hyperspectral image segmentation using a new Bayesian approach with active learning
J Li, JM Bioucas-Dias, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 49 (10), 3947-3960, 2011
4152011
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
3762017
Recent advances on spectral–spatial hyperspectral image classification: An overview and new guidelines
L He, J Li, C Liu, S Li
IEEE Transactions on Geoscience and Remote Sensing 56 (3), 1579-1597, 2017
3332017
Spectral–Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning
J Li, JM Bioucas-Dias, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 51 (2), 844-856, 2013
3332013
Multiple feature learning for hyperspectral image classification
J Li, X Huang, P Gamba, JM Bioucas-Dias, L Zhang, JA Benediktsson, ...
IEEE Transactions on Geoscience and Remote sensing 53 (3), 1592-1606, 2014
2962014
Anomaly detection in hyperspectral images based on low-rank and sparse representation
Y Xu, Z Wu, J Li, A Plaza, Z Wei
IEEE Transactions on Geoscience and Remote Sensing 54 (4), 1990-2000, 2015
2832015
Remotely sensed image classification using sparse representations of morphological attribute profiles
B Song, J Li, M Dalla Mura, P Li, A Plaza, JM Bioucas-Dias, ...
IEEE transactions on geoscience and remote sensing 52 (8), 5122-5136, 2013
2142013
Hyperspectral anomaly detection with attribute and edge-preserving filters
X Kang, X Zhang, S Li, K Li, J Li, JA Benediktsson
IEEE Transactions on Geoscience and Remote Sensing 55 (10), 5600-5611, 2017
2062017
: Ensemble Extreme Learning Machines for Hyperspectral Image Classification
A Samat, P Du, S Liu, J Li, L Cheng
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
2062014
Capsule networks for hyperspectral image classification
ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, A Plaza, J Li, F Pla
IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2145-2160, 2018
1942018
Semisupervised self-learning for hyperspectral image classification
I Dópido, J Li, PR Marpu, A Plaza, JMB Dias, JA Benediktsson
IEEE transactions on geoscience and remote sensing 51 (7), 4032-4044, 2013
1902013
Active learning with convolutional neural networks for hyperspectral image classification using a new Bayesian approach
JM Haut, ME Paoletti, J Plaza, J Li, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6440-6461, 2018
1732018
Robust collaborative nonnegative matrix factorization for hyperspectral unmixing
J Li, JM Bioucas-Dias, A Plaza, L Liu
IEEE Transactions on Geoscience and Remote Sensing 54 (10), 6076-6090, 2016
1612016
Weighted-RXD and linear filter-based RXD: Improving background statistics estimation for anomaly detection in hyperspectral imagery
Q Guo, B Zhang, Q Ran, L Gao, J Li, A Plaza
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
1552014
Semisupervised hyperspectral image classification using soft sparse multinomial logistic regression
J Li, JM Bioucas-Dias, A Plaza
IEEE Geoscience and Remote Sensing Letters 10 (2), 318-322, 2012
1532012
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