Junshi Xia
Junshi Xia
RIKEN AIP
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Title
Cited by
Cited by
Year
Multiple classifier system for remote sensing image classification: A review
P Du, J Xia, W Zhang, K Tan, Y Liu, S Liu
Sensors 12 (4), 4764-4792, 2012
2412012
Hyperspectral remote sensing image classification based on rotation forest
J Xia, P Du, X He, J Chanussot
IEEE Geoscience and Remote Sensing Letters 11 (1), 239-243, 2013
1832013
Integrating multilayer features of convolutional neural networks for remote sensing scene classification
E Li, J Xia, P Du, C Lin, A Samat
IEEE Transactions on Geoscience and Remote Sensing 55 (10), 5653-5665, 2017
1572017
Information fusion techniques for change detection from multi-temporal remote sensing images
P Du, S Liu, J Xia, Y Zhao
Information Fusion 14 (1), 19-27, 2013
1532013
Fusion of difference images for change detection over urban areas
P Du, S Liu, P Gamba, K Tan, J Xia
IEEE journal of selected topics in applied earth observations and remoteá…, 2012
1332012
Spectral–spatial classification for hyperspectral data using rotation forests with local feature extraction and Markov random fields
J Xia, J Chanussot, P Du, X He
IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2532-2546, 2014
1252014
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles
J Xia, M Dalla Mura, J Chanussot, P Du, X He
IEEE Transactions on Geoscience and Remote Sensing 53 (9), 4768-4786, 2015
1072015
A new pansharpening method based on spatial and spectral sparsity priors
X He, L Condat, JM Bioucas-Dias, J Chanussot, J Xia
IEEE Transactions on Image Processing 23 (9), 4160-4174, 2014
972014
Spatiotemporal pattern of PM 2.5 concentrations in mainland China and analysis of its influencing factors using geographically weighted regression
J Luo, P Du, A Samat, J Xia, M Che, Z Xue
Scientific reports 7 (1), 1-14, 2017
942017
Random forest ensembles and extended multiextinction profiles for hyperspectral image classification
J Xia, P Ghamisi, N Yokoya, A Iwasaki
IEEE Transactions on Geoscience and Remote Sensing 56 (1), 202-216, 2017
732017
Open data for global multimodal land use classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest
N Yokoya, P Ghamisi, J Xia, S Sukhanov, R Heremans, I Tankoyeu, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remoteá…, 2018
662018
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples
J Xia, J Chanussot, P Du, X He
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1519 - 1531, 2016
662016
Hyperspectral image classification with rotation random forest via KPCA
J Xia, N Falco, JA Benediktsson, P Du, J Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remoteá…, 2017
582017
Object-based change detection in urban areas from high spatial resolution images based on multiple features and ensemble learning
X Wang, S Liu, P Du, H Liang, J Xia, Y Li
Remote Sensing 10 (2), 276, 2018
552018
Spectral–spatial classification of hyperspectral images using ICA and edge-preserving filter via an ensemble strategy
J Xia, L Bombrun, T Adalı, Y Berthoumieu, C Germain
IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4971-4982, 2016
542016
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification
J Xia, J Chanussot, P Du, X He
IEEE Journal of Selected Topics in Applied Earth Observations and Remoteá…, 2014
462014
Remote sensing image interpretation for urban environment analysis: Methods, system and examples
P Du, P Liu, J Xia, L Feng, S Liu, K Tan, L Cheng
Remote Sensing 6 (10), 9458-9474, 2014
432014
Performance evaluation of downscaling Sentinel-2 imagery for land use and land cover classification by spectral-spatial features
H Zheng, P Du, J Chen, J Xia, E Li, Z Xu, X Li, N Yokoya
Remote Sensing 9 (12), 1274, 2017
422017
Hyperspectral image classification with canonical correlation forests
J Xia, N Yokoya, A Iwasaki
IEEE Transactions on Geoscience and Remote Sensing 55 (1), 421-431, 2016
372016
Evaluation of the spatio-temporal pattern of urban ecological security using remote sensing and GIS
P Du, J Xia, Q Du, Y Luo, K Tan
International journal of remote sensing 34 (3), 848-863, 2013
372013
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Articles 1–20