Shiming Xiang

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2011
33Image editing based on Sparse Matrix-Vector multiplication. Ying Wang, Hongping Yan, Chunhong Pan, Shiming Xiang. ICASSP 2011, 1317-1320. Web SearchBibTeXDownload
32Robust airplane detection in satellite images. Wei Li, Shiming Xiang, Haibo Wang, Chunhong Pan. ICIP 2011, 2821-2824. Web SearchBibTeXDownload
31Level set evolution with locally linear classification for image segmentation. Ying Wang, LingFeng Wang, Shiming Xiang, Chunhong Pan. ICIP 2011, 3361-3364. Web SearchBibTeXDownload
30Interactive Image Segmentation With Multiple Linear Reconstructions in Windows. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. IEEE Transactions on Multimedia (13): 342-352 (2011). Web SearchBibTeXDownload
29Regression Reformulations of LLE and LTSA With Locally Linear Transformation. Shiming Xiang, Feiping Nie, Chunhong Pan, Changshui Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part B (41): 1250-1262 (2011). Web SearchBibTeXDownload
28Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression. Feiping Nie, Dong Xu, Xuelong Li, Shiming Xiang. IEEE Transactions on Systems, Man, and Cybernetics, Part B (41): 675-685 (2011). Web SearchBibTeXDownload
2010
27Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation. Yi Yang, Feiping Nie, Shiming Xiang, Yueting Zhuang, Wenhua Wang. AAAI 2010. Web SearchBibTeXDownload
26TurboPixel Segmentation Using Eigen-Images. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. IEEE Transactions on Image Processing (19): 3024-3034 (2010). Web SearchBibTeXDownload
25Semi-Supervised Classification via Local Spline Regression. Shiming Xiang, Feiping Nie, Changshui Zhang. IEEE Trans. Pattern Anal. Mach. Intell. (32): 2039-2053 (2010). Web SearchBibTeXDownload
24A general graph-based semi-supervised learning with novel class discovery. Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang. Neural Computing and Applications (19): 549-555 (2010). Web SearchBibTeXDownload
23A general kernelization framework for learning algorithms based on kernel PCA. Changshui Zhang, Feiping Nie, Shiming Xiang. Neurocomputing (73): 959-967 (2010). Web SearchBibTeXDownload
2009
22Interactive Natural Image Segmentation via Spline Regression. Shiming Xiang, Feiping Nie, Chunxia Zhang, Changshui Zhang. IEEE Transactions on Image Processing (18): 1623-1632 (2009). Web SearchBibTeXDownload
21Nonlinear Dimensionality Reduction with Local Spline Embedding. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. IEEE Trans. Knowl. Data Eng. (21): 1285-1298 (2009). Web SearchBibTeXDownload
20Embedding new data points for manifold learning via coordinate propagation. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. Knowl. Inf. Syst. (19): 159-184 (2009). Web SearchBibTeXDownload
19Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations. Changshui Zhang, Feiping Nie, Shiming Xiang, Chenping Hou. Neural Processing Letters (30): 89-102 (2009). Web SearchBibTeXDownload
18Nonlinear dimensionality reduction with relative distance comparison. Chunxia Zhang, Shiming Xiang, Feiping Nie, Yangqiu Song. Neurocomputing (72): 1719-1731 (2009). Web SearchBibTeXDownload
17Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang. Pattern Anal. Appl. (12): 99-115 (2009). Web SearchBibTeXDownload
16Extracting the optimal dimensionality for local tensor discriminant analysis. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. Pattern Recognition (42): 105-114 (2009). Web SearchBibTeXDownload
15Semi-supervised orthogonal discriminant analysis via label propagation. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang. Pattern Recognition (42): 2615-2627 (2009). Web SearchBibTeXDownload
2008
14Trace Ratio Criterion for Feature Selection. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan. AAAI 2008, 671-676. Web SearchBibTeX
13A set theoretical method for video synopsis. Min Xu, Stan Z. Li, Bin Li, Xiaotong Yuan, Shiming Xiang. Multimedia Information Retrieval 2008, 366-370. Web SearchBibTeXDownload
12A unified framework for semi-supervised dimensionality reduction. Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang. Pattern Recognition (41): 2789-2799 (2008). Web SearchBibTeXDownload
11Contour graph based human tracking and action sequence recognition. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang. Pattern Recognition (41): 3653-3664 (2008). Web SearchBibTeXDownload
10Learning a Mahalanobis distance metric for data clustering and classification. Shiming Xiang, Feiping Nie, Changshui Zhang. Pattern Recognition (41): 3600-3612 (2008). Web SearchBibTeXDownload
2007
9Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. CVPR 2007. Web SearchBibTeXDownload
8Neighborhood MinMax Projections. Feiping Nie, Shiming Xiang, Changshui Zhang. IJCAI 2007, 993-998. Web SearchBibTeXDownload
7Interactive Visual Object Extraction Based on Belief Propagation. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. MMM (1) 2007, 24-33. Web SearchBibTeXDownload
6Embedding New Data Points for Manifold Learning Via Coordinate Propagation. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. PAKDD 2007, 332-343. Web SearchBibTeXDownload
2006
5Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (1) 2006, 216-225. Web SearchBibTeXDownload
4Exemplar-Based Human Contour Tracking. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (1) 2006, 338-347. Web SearchBibTeXDownload
3Contour Matching Based on Belief Propagation. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (2) 2006, 489-498. Web SearchBibTeXDownload
2Spline Embedding for Nonlinear Dimensionality Reduction. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. ECML 2006, 825-832. Web SearchBibTeXDownload
2005
1A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. Shiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu. MLDM 2005, 487-496. Web SearchBibTeXDownload
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