Xiyan He

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 5

Top Topics

Image Classification

Rotation Forest

Probabilistic Principal Component Analysis

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Pattern Recognit. Artif. Intell.

Publications

Tom Durand, Xiyan He, Ionel Pop, Lionel Robinault
Utilizing Deep Object Detector for Video Surveillance Indexing and Retrieval. MMM (2) (2019)
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) (2016)
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) (2015)
Xiyan He, Pierre Beauseroy, André Smolarz
Dynamic Feature Subspaces Selection for Decision in a Nonstationary Environment. Int. J. Pattern Recognit. Artif. Intell. 29 (6) (2015)
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) (2015)
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) (2014)
Xiyan He, Gilles Mourot, Didier Maquin, José Ragot, Pierre Beauseroy, André Smolarz, Edith Grall-Maës
Multi-task learning with one-class SVM. Neurocomputing 133 (2014)
Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
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) (2014)
Junshi Xia, Peijun Du, Xiyan He
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS (2013)
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS (2012)
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)
Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia
Pansharpening using total variation regularization. IGARSS (2012)
Xiyan He, Pierre Beauseroy, André Smolarz
Feature subspaces selection via one-class SVM: Application to textured image segmentation. IPTA (2010)
Pierre Beauseroy, André Smolarz, Yuan Dong, Xiyan He
Dynamic Decision Method Based on Contextual Selection of Representation Subspaces. ICMLA (2010)
Kai Wang, Guillaume Lavoué, Florence Denis, Atilla Baskurt, Xiyan He
A Benchmark for 3D Mesh Watermarking. Shape Modeling International (2010)
Xiyan He, Pierre Beauseroy, André Smolarz
Random feature subset selection in a nonstationary environment: Application to textured image segmentation. ICIP (2008)