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Junshi Xia
Junshi Xia
RIKEN AIP
Verified email at riken.jp - Homepage
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
2952012
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
2652017
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
2172013
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
1972013
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
1552012
Spatiotemporal Pattern of PM2.5 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), 40607, 2017
1452017
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
1322014
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
1312014
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
1302017
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
1282015
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
1132018
A review of remote sensing approaches for monitoring blue carbon ecosystems: Mangroves, seagrasses and salt marshes during 2010–2018
TD Pham, J Xia, NT Ha, DT Bui, NN Le, W Takeuchi
Sensors 19 (8), 1933, 2019
1042019
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
1042018
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
1012017
Advances of four machine learning methods for spatial data handling: A review
P Du, X Bai, K Tan, Z Xue, A Samat, J Xia, E Li, H Su, W Liu
Journal of Geovisualization and Spatial Analysis 4, 1-25, 2020
942020
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
872016
Enabling the big earth observation data via cloud computing and DGGS: Opportunities and challenges
X Yao, G Li, J Xia, J Ben, Q Cao, L Zhao, Y Ma, L Zhang, D Zhu
Remote Sensing 12 (1), 62, 2019
792019
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
722017
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
652016
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
632016
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