Shiming Xiang
TitleCited byYear
Learning a Mahalanobis distance metric for data clustering and classification
S Xiang, F Nie, C Zhang
Pattern recognition 41 (12), 3600-3612, 2008
4892008
Efficient image dehazing with boundary constraint and contextual regularization
G Meng, Y Wang, J Duan, S Xiang, C Pan
Proceedings of the IEEE international conference on computer vision, 617-624, 2013
4852013
Face detection based on multi-block lbp representation
L Zhang, R Chu, S Xiang, S Liao, SZ Li
International conference on biometrics, 11-18, 2007
4522007
Vehicle detection in satellite images by hybrid deep convolutional neural networks
X Chen, S Xiang, CL Liu, CH Pan
IEEE Geoscience and remote sensing letters 11 (10), 1797-1801, 2014
3702014
Trace ratio criterion for feature selection.
F Nie, S Xiang, Y Jia, C Zhang, S Yan
AAAI 2, 671-676, 2008
2832008
Discriminative least squares regression for multiclass classification and feature selection
S Xiang, F Nie, G Meng, C Pan, C Zhang
IEEE transactions on neural networks and learning systems 23 (11), 1738-1754, 2012
1952012
A unified framework for semi-supervised dimensionality reduction
Y Song, F Nie, C Zhang, S Xiang
Pattern recognition 41 (9), 2789-2799, 2008
1862008
Learning consistent feature representation for cross-modal multimedia retrieval
C Kang, S Xiang, S Liao, C Xu, C Pan
IEEE Transactions on Multimedia 17 (3), 370-381, 2015
1482015
Edge-directed single-image super-resolution via adaptive gradient magnitude self-interpolation
L Wang, S Xiang, G Meng, H Wu, C Pan
IEEE Transactions on Circuits and Systems for Video Technology 23 (8), 1289-1299, 2013
1402013
Structured sparse method for hyperspectral unmixing
F Zhu, Y Wang, S Xiang, B Fan, C Pan
ISPRS Journal of Photogrammetry and Remote Sensing 88, 101-118, 2014
1332014
Semi-supervised classification via local spline regression
S Xiang, F Nie, C Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (11), 2039 …, 2010
1112010
Semi-supervised orthogonal discriminant analysis via label propagation
F Nie, S Xiang, Y Jia, C Zhang
Pattern Recognition 42 (11), 2615-2627, 2009
1082009
Spectral unmixing via data-guided sparsity
F Zhu, Y Wang, B Fan, S Xiang, G Meng, C Pan
IEEE Transactions on Image Processing 23 (12), 5412-5427, 2014
1042014
Nonlinear dimensionality reduction with local spline embedding
S Xiang, F Nie, C Zhang, C Zhang
IEEE Transactions on Knowledge and Data Engineering 21 (9), 1285-1298, 2008
1022008
Point-and-shoot: rapid quantitative detection methods for on-site food fraud analysis–moving out of the laboratory and into the food supply chain
DI Ellis, H Muhamadali, SA Haughey, CT Elliott, R Goodacre
Analytical Methods 7 (22), 9401-9414, 2015
992015
A general graph-based semi-supervised learning with novel class discovery
F Nie, S Xiang, Y Liu, C Zhang
Neural Computing and Applications 19 (4), 549-555, 2010
972010
Real-time object classification in video surveillance based on appearance learning
L Zhang, SZ Li, X Yuan, S Xiang
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
972007
Semisupervised dimensionality reduction and classification through virtual label regression
F Nie, D Xu, X Li, S Xiang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010
942010
A general kernelization framework for learning algorithms based on kernel PCA
C Zhang, F Nie, S Xiang
Neurocomputing 73 (4-6), 959-967, 2010
902010
Automatic road detection and centerline extraction via cascaded end-to-end convolutional neural network
G Cheng, Y Wang, S Xu, H Wang, S Xiang, C Pan
IEEE Transactions on Geoscience and Remote Sensing 55 (6), 3322-3337, 2017
882017
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Articles 1–20