| 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 | 690 | 2013 |
| Learning a Mahalanobis distance metric for data clustering and classification S Xiang, F Nie, C Zhang Pattern recognition 41 (12), 3600-3612, 2008 | 566 | 2008 |
| 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 | 492 | 2014 |
| 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 | 484 | 2007 |
| Trace ratio criterion for feature selection. F Nie, S Xiang, Y Jia, C Zhang, S Yan AAAI 2, 671-676, 2008 | 324 | 2008 |
| 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 | 263 | 2012 |
| A unified framework for semi-supervised dimensionality reduction Y Song, F Nie, C Zhang, S Xiang Pattern recognition 41 (9), 2789-2799, 2008 | 195 | 2008 |
| 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 | 179 | 2014 |
| 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 | 177 | 2015 |
| 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 | 166 | 2017 |
| 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 | 157 | 2014 |
| 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 | 151 | 2013 |
| Deep adaptive image clustering J Chang, L Wang, G Meng, S Xiang, C Pan Proceedings of the IEEE international conference on computer vision, 5879-5887, 2017 | 144 | 2017 |
| Semi-supervised orthogonal discriminant analysis via label propagation F Nie, S Xiang, Y Jia, C Zhang Pattern Recognition 42 (11), 2615-2627, 2009 | 135 | 2009 |
| 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 | 134 | 2015 |
| Relation-shape convolutional neural network for point cloud analysis Y Liu, B Fan, S Xiang, C Pan Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 133 | 2019 |
| 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 | 123 | 2010 |
| 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 | 115 | 2010 |
| 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 | 114 | 2007 |
| 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 | 110 | 2008 |
