Xiyan He

According to our database, Xiyan He authored at least 19 papers between 2008 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Utilizing Deep Object Detector for Video Surveillance Indexing and Retrieval.

Tom Durand, Xiyan He, Ionel Pop, Lionel Robinault

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

2016

Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples.

Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He

IEEE Trans. Geosci. Remote. Sens., 2016

2015

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles.

Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He

IEEE Trans. Geosci. Remote. Sens., 2015

Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields.

Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He

IEEE Trans. Geosci. Remote. Sens., 2015

Dynamic Feature Subspaces Selection for Decision in a Nonstationary Environment.

Xiyan He, Pierre Beauseroy, André Smolarz

Int. J. Pattern Recognit. Artif. Intell., 2015

2014

Rotation-Based Ensemble Classifiers for High-Dimensional Data.

Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He

Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors.

Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia

IEEE Trans. Image Process., 2014

(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification.

Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest.

Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot

IEEE Geosci. Remote. Sens. Lett., 2014

Multi-task learning with one-class SVM.

Xiyan He, Gilles Mourot, Didier Maquin, José Ragot, Pierre Beauseroy, André Smolarz, Edith Grall-Maës

Neurocomputing, 2014

2013

MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification.

Junshi Xia, Peijun Du, Xiyan He

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012

Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification.

Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Pansharpening using total variation regularization.

Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest.

Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010

A Benchmark for 3D Mesh Watermarking.

Kai Wang, Guillaume Lavoué, Florence Denis, Atilla Baskurt, Xiyan He

Proceedings of the SMI 2010, 2010

Feature subspaces selection via one-class SVM: Application to textured image segmentation.

Xiyan He, Pierre Beauseroy, André Smolarz

Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Dynamic Decision Method Based on Contextual Selection of Representation Subspaces.

Pierre Beauseroy, André Smolarz, Yuan Dong, Xiyan He

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2008

Sélection aléatoire d'espaces de représentation pour la décision binaire en environnement non-stationnaire: application à la segmentation d'images texturées.

Pierre Beauseroy, André Smolarz, Xiyan He

Proceedings of the Les Relations Spatiales : de la modélisation à la mise en oeuvre, 2008

Random feature subset selection in a nonstationary environment: Application to textured image segmentation.

Xiyan He, Pierre Beauseroy, André Smolarz

Proceedings of the International Conference on Image Processing, 2008