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2010 – 2019
- 2019
[c9]Tom Durand, Xiyan He, Ionel Pop, Lionel Robinault:
Utilizing Deep Object Detector for Video Surveillance Indexing and Retrieval. MMM (2) 2019: 506-518- 2016
- [j8]Junshi Xia, Jocelyn Chanussot, Peijun Du
, Xiyan He:
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 54(3): 1519-1531 (2016) - 2015
- [j7]Xiyan He, Pierre Beauseroy, André Smolarz:
Dynamic Feature Subspaces Selection for Decision in a Nonstationary Environment. Int. J. Pattern Recognit. Artif. Intell. 29(6): 1551009:1-1551009:24 (2015) - [j6]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 53(5): 2532-2546 (2015) - [j5]Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He:
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(9): 4768-4786 (2015) - 2014
- [j4]Xiyan He, Gilles Mourot, Didier Maquin, José Ragot, Pierre Beauseroy, André Smolarz, Edith Grall-Maës:
Multi-task learning with one-class SVM. Neurocomputing 133: 416-426 (2014) - [j3]Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot:
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. 11(1): 239-243 (2014) - [j2]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2224-2236 (2014) - [j1]Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia:
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors. IEEE Trans. Image Process. 23(9): 4160-4174 (2014) - [p2]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Rotation-Based Ensemble Classifiers for High-Dimensional Data. Fusion in Computer Vision 2014: 135-160 - 2013
- [c8]Junshi Xia, Peijun Du, Xiyan He:
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS 2013: 343-351 - 2012
- [c7]Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia:
Pansharpening using total variation regularization. IGARSS 2012: 166-169 - [c6]Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He:
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. IGARSS 2012: 174-177 - [c5]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS 2012: 1-4 - 2010
- [c4]Pierre Beauseroy, André Smolarz, Yuan Dong, Xiyan He:
Dynamic Decision Method Based on Contextual Selection of Representation Subspaces. ICMLA 2010: 567-572 - [c3]Xiyan He, Pierre Beauseroy, André Smolarz:
Feature subspaces selection via one-class SVM: Application to textured image segmentation. IPTA 2010: 21-25 - [c2]Kai Wang, Guillaume Lavoué, Florence Denis, Atilla Baskurt, Xiyan He:
A Benchmark for 3D Mesh Watermarking. Shape Modeling International 2010: 231-235
2000 – 2009
- 2008
- [c1]Xiyan He, Pierre Beauseroy, André Smolarz:
Random feature subset selection in a nonstationary environment: Application to textured image segmentation. ICIP 2008: 3028-3031 - [p1]Pierre Beauseroy, André Smolarz, Xiyan He:
Sélection aléatoire d'espaces de représentation pour la décision binaire en environnement non-stationnaire: application à la segmentation d'images texturées. Les Relations Spatiales 2008: 85-104
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