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Chen, Y. and Zhang, H. and Tian, Z. and Wang, J. and Zhang, Dell and Li, Xuelong (2022) Enhanced Discrete Multi-modal Hashing: more constraints yet less time to learn. IEEE Transactions on Knowledge and Data Engineering (TKDE) 34 (3), pp. 1177-1190. ISSN 1041-4347.

Hou, W. and Gao, X. and Tao, D. and Li, Xuelong (2013) Visual saliency detection using information divergence. Pattern Recognition 46 (10), pp. 2658-2669. ISSN 0031-3203.

Xiao, B. and Gao, X. and Tao, D. and Li, Xuelong (2013) Biview face recognition in the shape–texture domain. Pattern Recognition 46 (7), pp. 1906-1919. ISSN 0031-3203.

Tao, D. and Jin, L. and Liu, W. and Li, Xuelong (2013) Hessian regularized support vector machines for mobile image annotation on the cloud. IEEE Transactions on Multimedia 15 (4), pp. 833-844. ISSN 1520-9210.

Tang, Y. and Yuan, Y. and Yan, P. and Li, Xuelong (2013) Greedy regression in sparse coding space for single-image super-resolution. Journal of Visual Communication and Image Representation 24 (2), pp. 148-159. ISSN 1047-3203.

Wang, Q. and Yan, P. and Yuan, Y. and Li, Xuelong (2013) Multi-spectral saliency detection. Pattern Recognition Letters 34 (1), pp. 34-41. ISSN 0167-8655.

Cao, X. and Shi, Z. and Yan, P. and Li, Xuelong (2013) Tracking vehicles as groups in airborne videos. Neurocomputing 99 , pp. 38-45. ISSN 0925-2312.

Cao, X. and Wang, Z. and Yan, P. and Li, Xuelong (2013) Transfer learning for pedestrian detection. Neurocomputing 100 , pp. 51-57. ISSN 0925-2312.

Gao, Y. and Wang, M. and Zha, Z.-J. and Shen, J. and Li, Xuelong and Wu, X. (2013) Visual-textual joint relevance learning for tag-based social image search. IEEE Transactions on Image Processing 22 (1), pp. 363-376. ISSN 1057-7149.

Wang, N. and Li, J. and Tao, D. and Li, Xuelong and Gao, X. (2013) Heterogeneous image transformation. Pattern Recognition Letters 34 (1), pp. 77-84. ISSN 0167-8655.

Lu, X. and Wu, H. and Yuan, Y. and Yan, P. and Li, Xuelong (2013) Manifold regularized sparse NMF for hyperspectral unmixing. IEEE Transactions on Geoscience and Remote Sensing 51 (5), pp. 2815-2826. ISSN 0196-2892.

Su, Y. and Gao, X. and Li, Xuelong and Tao, D. (2012) Multivariate multilinear regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 (6), pp. 1560-1573. ISSN 1083-4419.

Xu, Y. and Xu, D. and Lin, S. and Han, T.X. and Cao, X. and Li, Xuelong (2012) Detection of sudden pedestrian crossings for driving assistance systems. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 (3), pp. 729-739. ISSN 1083-4419.

Lu, H. and Fang, G. and Shao, X. and Li, Xuelong (2012) Segmenting human from photo images based on a coarse-to-fine scheme. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 (3), pp. 889-899. ISSN 1083-4419.

Zhou, H. and Li, Xuelong and Sadka, Abdul H. (2012) Nonrigid structure-from-motion from 2-d images using Markov Chain Monte Carlo. IEEE Transactions on Multimedia 14 (1), pp. 168-177. ISSN 1520-9210.

Gao, X. and Wang, N. and Tao, D. and Li, Xuelong (2012) Face sketch - photo synthesis and retrieval using sparse representation. IEEE Transactions on Circuits and Systems for Video Technology 22 (8), pp. 1213-1226. ISSN 1051-8215.

Gao, X. and Zhang, K. and Tao, D. and Li, Xuelong (2012) Image super-resolution with sparse neighbor embedding. IEEE Transactions on Image Processing 21 (7), pp. 3194-3205. ISSN 1057-7149.

Nie, F. and Xu, D. and Li, Xuelong (2012) Initialization independent clustering with actively self-training method. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 (1), pp. 17-27. ISSN 1083-4419.

Gao, X. and Zhang, K. and Tao, D. and Li, Xuelong (2012) Joint learning for single-image super-resolution via a coupled constraint. IEEE Transactions on Image Processing 21 (2), pp. 469-480. ISSN 1057-7149.

Huang, Q. and Tao, D. and Li, Xuelong and Liew, A. (2012) Parallelized evolutionary learning for detection of biclusters in gene expression data. IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (2), pp. 560-570. ISSN 1545-5963.

Lu, X. and Gong, T. and Yan, P. and Yuan, Y. and Li, Xuelong (2012) Robust alternative minimization for matrix completion. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 (3), pp. 939-949. ISSN 1083-4419.

An, L. and Gao, X. and Li, Xuelong and Tao, D. and Deng, C. and Li, J. (2012) Robust reversible watermarking via clustering and enhanced pixel-wise masking. IEEE Transactions on Image Processing 21 (8), pp. 3598-3611. ISSN 1057-7149.

Cao, X. and Ning, B. and Yan, P. and Li, Xuelong (2012) Selecting key poses on manifold for pairwise action recognition. IEEE Transactions on Industrial Informatics 8 (1), pp. 168-177. ISSN 1551-3203.

Zhang, K. and Gao, X. and Tao, D. and Li, Xuelong (2012) Single image super-resolution with non-local means and steering kernel regression. IEEE Transactions on Image Processing 21 (11), pp. 4544-4556. ISSN 1057-7149.

Cao, X. and Lan, J. and Yan, P. and Li, Xuelong (2012) Vehicle detection and tracking in airborne videos by multi-motion layer analysis. Machine Vision and Applications 23 (5), pp. 921-935. ISSN 0932-8092.

Cao, X. and Lin, R. and Yan, P. and Li, Xuelong (2012) Visual attention accelerated vehicle detection in low-altitude airborne video of urban environment. IEEE Transactions on Circuits and Systems for Video Technology 22 (3), pp. 366-378. ISSN 1051-8215.

Li, J. and Tao, D. and Li, Xuelong (2012) A probabilistic model for image representation via multiple patterns. Pattern Recognition 45 (11), pp. 4044-4053. ISSN 0031-3203.

Wang, D. and Lu, H. and Li, Xuelong (2011) Two dimensional principal components of natural images and its application. Neurocomputing 74 (17), pp. 2745-2753. ISSN 0925-2312.

Cao, X. and Wu, C. and Lan, J. and Yan, P. and Li, Xuelong (2011) Vehicle detection and motion analysis in low-altitude airborne video under urban environment. IEEE Transactions on Circuits and Systems for Video Technology 21 (10), pp. 1522-1533. ISSN 1051-8215.

Gao, X. and Niu, Z. and Tao, D. and Li, Xuelong (2011) Non-goal scene analysis for soccer video. Neurocomputing 74 (4), pp. 540-548. ISSN 0925-2312.

Gao, X. and Fu, R. and Li, Xuelong and Tao, D. and Zhang, B. and Yang, H. (2011) Aurora image segmentation by combining patch and texture thresholding. Computer Vision and Image Understanding 115 (3), pp. 390-402. ISSN 1077-3142.

Huang, K. and Tao, D. and Yuan, Y. and Li, Xuelong and Tan, T. (2011) Biologically inspired features for scene classification in video surveillance. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (1), pp. 307-313. ISSN 1083-4419.

Pang, Y. and Yuan, Y. and Li, Xuelong and Pan, J. (2011) Efficient HOG human detection. Signal Processing 91 (4), pp. 773-781. ISSN 0165-1684.

Huang, Y. and Huang, K. and Tao, D. and Tan, T. and Li, Xuelong (2011) Enhanced biologically inspired model for object recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (6), pp. 1668-1680. ISSN 1083-4419.

Huang, Q. and Tao, D. and Li, Xuelong and Jin, L. and Wei, G. (2011) Exploiting local coherent patterns for unsupervised feature ranking. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (6), pp. 1471-1482. ISSN 1083-4419.

He, L. and Gao, X. and Lu, W. and Li, Xuelong and Tao, D. (2011) Image quality assessment based on S-CIELAB model. Signal, Image and Video Processing 5 (3), pp. 283-290. ISSN 1863-1703.

Gao, X. and An, L. and Yuan, Y. and Tao, D. and Li, Xuelong (2011) Lossless data embedding using generalized statistical quantity histogram. IEEE Transactions on Circuits and Systems for Video Technology 21 (8), pp. 1061-1070. ISSN 1051-8215.

Wang, Y. and Tao, D. and Gao, X. and Li, Xuelong and Wang, B. (2011) Mammographic mass segmentation: embedding multiple features in vector-valued level set in ambiguous regions. Pattern Recognition 44 (9), pp. 1903-1915. ISSN 0031-3203.

Zhang, K. and Gao, X. and Li, Xuelong and Tao, D. (2011) Partially supervised neighbor embedding for example-based image super-resolution. IEEE Journal of Selected Topics in Signal Processing 5 (2), pp. 230-239. ISSN 1932-4553.

Cao, X. and Wang, Z. and Yan, P. and Li, Xuelong (2011) Rapid pedestrian detection in unseen scenes. Neurocomputing 74 (17), pp. 3343-3350. ISSN 0925-2312.

Nie, F. and Xu, D. and Li, Xuelong and Xiang, S. (2011) Semisupervised dimensionality reduction and classification through virtual label regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (3), pp. 675-685. ISSN 1083-4419.

Gao, X. and Wang, X. and Tao, D. and Li, Xuelong (2011) Supervised Gaussian process latent variable model for dimensionality reduction. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (2), pp. 425-434. ISSN 1083-4419.

Gao, X. and Wang, X. and Li, Xuelong and Tao, D. (2011) Transfer latent variable model based on divergence analysis. Pattern Recognition 44 (10-11), pp. 2358-2366. ISSN 0031-3203.

Pang, Y. and Lu, X. and Yuan, Y. and Li, Xuelong (2011) Travelogue enriching and scenic spot overview based on textual and visual topic models. International Journal of Pattern Recognition and Artificial Intelligence 25 (03), pp. 373-390. ISSN 0218-0014.

Gao, X. and Wang, Q. and Li, Xuelong and Tao, D. and Zhang, K. (2011) Zernike-moment-based image super resolution. IEEE Transactions on Image Processing 20 (10), pp. 2738-2747. ISSN 1057-7149.

He, L. and Lu, W. and Gao, X. and Tao, D. and Li, Xuelong (2011) A novel metric based on mca for image quality. International Journal of Wavelets, Multiresolution and Information Processing 09 (05), pp. 743-757. ISSN 0219-6913.

Gao, X. and Wang, B. and Tao, D. and Li, Xuelong (2011) A relay level set method for automatic image segmentation. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 (2), pp. 518-525. ISSN 1083-4419.

Li, Xuelong and Tao, D. (2010) Subspace learning. Neurocomputing 73 (10-12), pp. 1539-1540. ISSN 0925-2312.

Gao, X. and Xiao, B. and Tao, D. and Li, Xuelong (2010) A survey of graph edit distance. Pattern Analysis and Applications 13 (1), pp. 113-129. ISSN 1433-7541.

Song, M. and Tao, D. and Chen, C. and Li, Xuelong and Chen, C.W. (2010) Color to gray: visual cue preservation. IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (9), pp. 1537-1552. ISSN 0162-8828.

Li, Xuelong and Pang, Y. (2010) Deterministic column-based matrix decomposition. IEEE Transactions on Knowledge and Data Engineering 22 (1), pp. 145-149. ISSN 1041-4347.

Zhang, T. and Huang, K. and Li, Xuelong and Yang, J. and Tao, D. (2010) Discriminative orthogonal neighborhood-preserving projections for classification. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 (1), pp. 253-263. ISSN 1083-4419.

Yuan, Y. and Pang, Y. and Li, Xuelong (2010) Footwear for gender recognition. IEEE Transactions on Circuits and Systems for Video Technology 20 (1), pp. 131-135. ISSN 1051-8215.

Gao, X. and Deng, C. and Li, Xuelong and Tao, D. (2010) Geometric distortion insensitive image watermarking in affine covariant regions. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 40 (3), pp. 278-286. ISSN 1094-6977.

Song, M. and Tao, D. and Liu, Z. and Li, Xuelong and Zhou, M. (2010) Image ratio features for facial expression recognition application. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 (3), pp. 779-788. ISSN 1083-4419.

Wen, J. and Gao, X. and Li, Xuelong and Tao, D. and Li, J. (2010) Incremental pairwise discriminant analysis based visual tracking. Neurocomputing 74 (1-3), pp. 428-438. ISSN 0925-2312.

Li, Xuelong and Pang, Y. and Yuan, Y. (2010) L1-norm-based 2DPCA. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 (4), pp. 1170-1175. ISSN 1083-4419.

Gao, X. and Deng, C. and Li, Xuelong and Tao, D. (2010) Local feature based geometric-resistant image information hiding. Cognitive Computation 2 (2), pp. 68-77. ISSN 1866-9956.

Deng, C. and Gao, X. and Li, Xuelong and Tao, D. (2010) Local histogram based geometric invariant image watermarking. Signal Processing 90 (12), pp. 3256-3264. ISSN 0165-1684.

Gao, X. and Wang, Y. and Li, Xuelong and Tao, D. (2010) On combining morphological component analysis and concentric morphology model for mammographic mass detection. IEEE Transactions on Information Technology in Biomedicine 14 (2), pp. 266-273. ISSN 1089-7771.

Pang, Y. and Li, Xuelong and Yuan, Y. (2010) Robust tensor analysis with l1-norm. IEEE Transactions on Circuits and Systems for Video Technology 20 (2), pp. 172-178. ISSN 1051-8215.

Song, M. and Tao, D. and Sun, Z. and Li, Xuelong (2010) Visual-context boosting for eye detection. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 (6), pp. 1460-1467. ISSN 1083-4419.

Fu, R. and Gao, X. and Li, Xuelong and Tao, D. and Jiang, Y. and Li, J. and Hussmann, H. and Yang, H. (2010) An integrated aurora image retrieval system: AuroraEye. Journal of Visual Communication and Image Representation 21 (8), pp. 787-797. ISSN 10473203.

Li, Xuelong and Hu, Y. and Gao, X. and Tao, D. and Ning, B. (2010) A multi-frame image super-resolution method. Signal Processing 90 (2), pp. 405-414. ISSN 0165-1684.

Gao, X. and Su, Y. and Li, Xuelong and Tao, D. (2010) A review of active appearance models. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 40 (2), pp. 145-158. ISSN 1094-6977.

Wang, B. and Gao, X. and Tao, D. and Li, Xuelong (2010) A unified tensor level set for image segmentation. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 (3), pp. 857-867. ISSN 1083-4419.

Lu, W. and Li, Xuelong and Gao, X. and Tang, W. and Li, J. and Tao, D. (2010) A video quality assessment metric based on human visual system. Cognitive Computation 2 (2), pp. 120-131. ISSN 1866-9956.

Tao, D. and Yuan, Y. and Shen, J. and Huang, K. and Li, Xuelong (2009) Visual information analysis for security. Signal Processing 89 (12), pp. 2311-2312. ISSN 0165-1684.

Gao, X. and An, L. and Li, Xuelong and Tao, D. (2009) Reversibility improved lossless data hiding. Signal Processing 89 (10), pp. 2053-2065. ISSN 0165-1684.

Gao, X. and Su, Y. and Li, Xuelong and Tao, D. (2009) Gabor texture in active appearance models. Neurocomputing 72 (13-15), pp. 3174-3181. ISSN 0925-2312.

Deng, C. and Gao, X. and Li, Xuelong and Tao, D. (2009) A local Tchebichef moments-based robust image watermarking. Signal Processing 89 (8), pp. 1531-1539. ISSN 0165-1684.

Xiao, B. and Gao, X. and Tao, D. and Li, Xuelong (2009) A new approach for face recognition by sketches in photos. Signal Processing 89 (8), pp. 1576-1588. ISSN 0165-1684.

Yuan, Y. and Pang, Y. and Pan, J. and Li, Xuelong (2009) Scene segmentation based on IPCA for visual surveillance. Neurocomputing 72 (10-12), pp. 2450-2455. ISSN 0925-2312.

Li, Xuelong and Tao, D. and Gao, X. and Lu, W. (2009) A natural image quality evaluation metric. Signal Processing 89 (4), pp. 548-555. ISSN 0165-1684.

Gao, X. and Yang, Y. and Tao, D. and Li, Xuelong (2009) Discriminative optical flow tensor for video semantic analysis. Computer Vision and Image Understanding 113 (3), pp. 372-383. ISSN 1077-3142.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2009) Geometric mean for subspace selection. IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (2), pp. 260-274. ISSN 0162-8828.

Tao, D. and Li, Xuelong and Tang, Y.Y. (2009) Learning semantics from multimedia content. Pattern Recognition 42 (2), p. 217. ISSN 0031-3203.

Shan, S. and Liu, Q. and Tao, D. and Xu, D. and Yan, S. and Li, Xuelong (2009) Introduction to the special issue on video-based object and event analysis. Pattern Recognition Letters 30 (2), p. 87. ISSN 0167-8655.

Gao, X. and Li, Xuelong and Feng, J. and Tao, D. (2009) Shot-based video retrieval with optical flow tensor and HMMs. Pattern Recognition Letters 30 (2), pp. 140-147. ISSN 0167-8655.

Yuan, Y. and Li, Xuelong and Pang, Y. and Lu, X. and Tao, D. (2009) Binary sparse nonnegative matrix factorization. Transactions on Circuits and Systems for Video Technology 19 (5), pp. 772-777. ISSN 1051-8215.

Mu, Y. and Tao, D. and Li, Xuelong and Murtagh, F. (2009) Biologically inspired tensor features. Cognitive Computation 1 (4), pp. 327-341. ISSN 1866-9956.

Gao, X. and Yang, Y. and Tao, D. and Li, Xuelong (2009) Discriminative optical flow tensor for video semantic analysis. Computer Vision and Image Understanding 113 (3), pp. 372-383. ISSN 1077-3142.

Pang and Li, Xuelong and Yuan, Y. and Tao, D. and Pang, Y. (2009) Fast haar transform based feature extraction for face representation and recognition. Transactions on Information Forensics and Security 4 (3), pp. 441-450. ISSN 1556-6013.

Gao, X. and Su, Y. and Li, Xuelong and Tao, D. (2009) Gabor texture in active appearance models. Neurocomputing 72 (13-15), pp. 3174-3181. ISSN 0925-2312.

Gao, X. and Lu, W. and Tao, D. and Li, Xuelong (2009) Image quality assessment based on multiscale geometric analysis. Transactions on Image Processing 18 (7), pp. 1409-1423. ISSN 1057-7149.

Zhang, T. and Tao, D. and Li, Xuelong and Yang, J. (2009) Patch alignment for dimensionality reduction. Transactions on Knowledge and Data Engineering 21 (9), pp. 1299-1313. ISSN 1041-4347.

Shen, J. and Tao, D. and Li, Xuelong (2009) QUC-tree: integrating query context information for efficient music retrieval. Transactions on Multimedia 11 (2), pp. 313-323. ISSN 1520-9210.

Tao, D. and Li, Xuelong and Lu, W. and Gao, X. (2009) Reduced-reference IQA in contourlet domain. Transactions on Systems, Man, and Cybernetics 39 (6), pp. 1623-1627. ISSN 1083-4419.

Gao, X. and An, L. and Li, Xuelong and Tao, D. (2009) Reversibility improved lossless data hiding. Signal Processing 89 (10), pp. 2053-2065. ISSN 0165-1684.

Gao, X. and Li, Xuelong and Feng, J. and Tao, D. (2009) Shot-based video retrieval with optical flow tensor and HMMs. Pattern Recognition Letters 30 (2), pp. 140-147. ISSN 0167-8655.

Huang, K. and Tao, D. and Yuan, Y. and Li, Xuelong and Tan, T. (2009) View-independent behavior analysis. Transactions on Systems, Man, and Cybernetics 39 (4), pp. 1028-1035. ISSN 1083-4419.

Deng, C. and Gao, X. and Li, Xuelong and Tao, D. (2009) A local Tchebichef moments-based robust image watermarking. Signal Processing 89 (8), pp. 1531-1539. ISSN 0165-1684.

Li, Xuelong and Tao, D. and Gao, X. and Lu, W. (2009) A natural image quality evaluation metric. Signal Processing 89 (4), pp. 548-555. ISSN 0165-1684.

Xiao, B. and Gao, X. and Tao, D. and Li, Xuelong (2009) A new approach for face recognition by sketches in photos. Signal Processing 89 (8), pp. 1576-1588. ISSN 0165-1684.

Li, N. and Chen, C. and Wang, Q. and Song, M. and Tao, D. and Li, Xuelong (2008) Avatar motion control by natural body movement via camera. Neurocomputing 72 (1-3), pp. 648-652. ISSN 0925-2312.

Gao, X. and Lu, W. and Li, Xuelong and Tao, D. (2008) Wavelet-based contourlet in quality evaluation of digital images. Neurocomputing 72 (1-3), pp. 378-385. ISSN 0925-2312.

Tao, D. and Song, M. and Li, Xuelong and Shen, J. and Sun, J. and Wu, X. and Faloutsos, C. and Maybank, Stephen J. (2008) Bayesian tensor approach for 3-D face modeling. IEEE Transactions on Circuits and Systems for Video Technology 18 (10), pp. 1397-1410. ISSN 1051-8215.

Gao, X. and Xiao, B. and Tao, D. and Li, Xuelong (2008) Image categorization: graph edit distance+edge direction histogram. Pattern Recognition 41 (10), pp. 3179-3191. ISSN 0031-3203.

Li, J. and Li, Xuelong and Tao, D. (2008) KPCA for semantic object extraction in images. Pattern Recognition 41 (10), pp. 3244-3250. ISSN 0031-3203.

Gao, X. and Zhong, J. and Tao, D. and Li, Xuelong (2008) Local face sketch synthesis learning. Neurocomputing 71 (10-12), pp. 1921-1930. ISSN 0925-2312.

Tao, D. and Li, Xuelong (2008) Neurocomputing for vision research. Neurocomputing 71 (10-12), pp. 1769-1770. ISSN 0925-2312.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2008) Tensor rank one discriminant analysis - a convergent method for discriminative multilinear subspace selection. Neurocomputing 71 (10-12), pp. 1866-1882. ISSN 0925-2312.

Li, Xuelong and Tao, D. and Maybank, Stephen J. and Yuan, Y. (2008) Visual music and musical vision. Neurocomputing 71 (10-12), pp. 2023-2028. ISSN 0925-2312.

Li, Xuelong and Maybank, Stephen J. and Yan, S. and Dacheng, T. and Xu, D. (2008) Gait components and their application to gender recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 38 (2), pp. 145-155. ISSN 1094-6977.

Zhang, T. and Li, Xuelong and Tao, D. and Yang, J. (2008) Multimodal biometrics using geometry preserving projections. Pattern Recognition 41 (3), pp. 805-813. ISSN 0031-3203.

Li, N. and Chen, C. and Wang, Q. and Song, M. and Tao, D. and Li, Xuelong (2008) Avatar motion control by natural body movement via camera. Neurocomputing 72 (1-3), pp. 648-652. ISSN 0925-2312.

Pang, Y. and Tao, D. and Yuan, Y. and Li, Xuelong (2008) Binary two-dimensional PCA. Transactions on Systems, Man, and Cybernetics 38 (4), pp. 1176-1180. ISSN 1083-4419.

Li, Xuelong and Lin, S. and Yan, S. and Xu, D. (2008) Discriminant locally linear embedding with high-order tensor data. Transactions on Systems, Man, and Cybernetics 38 (2), pp. 342-352. ISSN 1083-4419.

Pang, Y. and Yuan, Y. and Li, Xuelong (2008) Effective feature extraction in high-dimensional space. Transactions on Systems, Man, and Cybernetics 38 (6), pp. 1652-1656. ISSN 1083-4419.

Pang, Y. and Yuan, Y. and Li, Xuelong (2008) Gabor-based region covariance matrices for face recognition. Transactions on Circuits and Systems for Video Technology 18 (7), pp. 989-993. ISSN 1051-8215.

Tao, D. and Shen, J. and Li, Xuelong (2008) Guest editorial: special issue on multimedia information retrieval. International Journal of Imaging Systems and Technology 18 (2-3), p. 85. ISSN 0899-9457.

Gao, X. and Xiao, B. and Tao, D. and Li, Xuelong (2008) Image categorization: graph edit direction histogram. Pattern Recognition 41 (10), pp. 3179-3191. ISSN 0031-3203.

Li, J. and Li, Xuelong and Tao, D. (2008) KPCA for semantic object extraction in images. Pattern Recognition 41 (10), pp. 3244-3250. ISSN 0031-3203.

Zhang, T. and Li, Xuelong and Tao, D. and Yang, J. (2008) Local coordinates alignment (LCA): a novel manifold learning approach. International Journal of Pattern Recognition and Artificial Intelligence 22 (04), pp. 667-690. ISSN 0218-0014.

Gao, X. and Zhong, J. and Tao, D. and Li, Xuelong (2008) Local face sketch synthesis learning. Neurocomputing 71 (10-12), pp. 1921-1930. ISSN 0925-2312.

Shen, J. and Tao, D. and Li, Xuelong (2008) Modality mixture projections for semantic video event detection. Transactions on Circuits and Systems for Video Technology 18 (11), pp. 1587-1596. ISSN 1051-8215.

Zhou, H. and Li, Xuelong and Liu, T. and Ling, F. and Pang, Y. and Wu, J. and Dong, J. and Wu, J. (2008) Recovery of nonrigid structures from 2d observations. International Journal of Pattern Recognition and Artificial Intelligence 22 (02), pp. 279-294. ISSN 0218-0014.

Tao, D. and Li, Xuelong and Wu, X. and Maybank, Stephen J. (2008) Tensor rank one discriminant analysis—a convergent method for discriminative multilinear subspace selection. Neurocomputing 71 (10-12), pp. 1866-1882. ISSN 0925-2312.

Li, Xuelong and Tao, D. and Maybank, Stephen J. and Yuan, Y. (2008) Visual music and musical vision. Neurocomputing 71 (10-12), pp. 2023-2028. ISSN 0925-2312.

Gao, X. and Lu, W. and Li, Xuelong and Tao, D. (2008) Wavelet-based contourlet in quality evaluation of digital images. Neurocomputing 72 (1-3), pp. 378-385. ISSN 0925-2312.

Tao, D. and Tang, X. and Li, Xuelong (2008) Which components are important for interactive image searching? Transactions on Circuits and Systems for Video Technology 18 (1), pp. 3-11. ISSN 1051-8215.

Lu, W. and Gao, X. and Tao, D. and Li, Xuelong (2008) A wavelet-based image quality assessment method. International Journal of Wavelets, Multiresolution and Information Processing 06 (04), pp. 541-551. ISSN 0219-6913.

Tao, D. and Tang, X. and Li, Xuelong and Wu, X. (2006) Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (7), pp. 1088-1099. ISSN 0162-8828.

Tao, D. and Tang, X. and Li, Xuelong and Rui, Y. (2006) Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm. IEEE Transactions on Multimedia 8 (4), pp. 716-727. ISSN 1520-9210.

Xu, D. and Yan, S. and Tao, D. and Zhang, L. and Li, Xuelong and Zhang, H.J. (2006) Human gait recognition with matrix representation. IEEE Transactions on Circuits and Systems for Video Technology 16 (7), pp. 896-903. ISSN 1051-8215.

Li, J. and Allinson, N. and Tao, D. and Li, Xuelong (2006) Multitraining support vector machine for image retrieval. IEEE Transactions on Image Processing 15 (11), pp. 3597-3601. ISSN 1057-7149.

Xu, D. and Liu, J. and Li, Xuelong and Liu, Z. and Tang, X. (2005) Insignificant shadow detection for video segmentation. IEEE Transactions on Circuits and Systems for Video Technology 15 (8), pp. 1058-1064. ISSN 1051-8215.

Book Section

Qin, X. and Liu, Y. and Lu, H. and Li, Xuelong and Yan, P. (2012) Coupled directional level set for MR image segmentation. In: UNSPECIFIED (ed.) 11th International Conference on Machine Learning and Applications. Washington, USA: IEEE Computer Society, pp. 185-190. ISBN 9781467346511.

Liu, H. and Yang, Z. and Wu, Z. and Li, Xuelong (2012) A-optimal non-negative projection for image representation. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vision and Pattern Recognition. Washington, USA: IEEE Computer Society, pp. 1592-1599. ISBN 9781467312264.

Yan, S. and Xu, X. and Xu, D. and Lin, S. and Li, Xuelong (2012) Beyond spatial pyramids: a new feature extraction framework with dense spatial sampling for image classification. In: Fitzgibbon, A. and Lazebnik, S. and Perona, P. and Sato, Y. and Schmid, C. (eds.) Computer Vision. Lecture Notes in Computer Science 7575. Berlin, Germany: Springer Verlag, pp. 473-487. ISBN 9783642337659.

Lu, C. and Yuan, Y. and Yan, P. and Yuan, Y. and Li, Xuelong (2012) Geometry constrained sparse coding for single image super-resolution. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vision and Pattern Recognition. Washington, USA: IEEE Computer Society, pp. 1648-1655. ISBN 9781467312264.

Gao, F. and Tao, D. and Li, Xuelong and Gao, X. and He, L. (2012) Local structure divergence index for image quality assessment. In: Huang, T. and Zeng, Z. and Li, C. and Leung, C.S. (eds.) Neural Information Processing. Berlin, Germany: Springer Verlag, pp. 337-344. ISBN 9783642345005.

Zhang, D. and Hu, Y. and Ye, J. and Li, Xuelong and He, X. (2012) Matrix completion by truncated nuclear norm regularization. In: UNSPECIFIED (ed.) 2012 IEEE Conference on Computer Vision and Pattern Recognition. Washington, USA: IEEE Computer Society, pp. 2192-2199. ISBN 9781467312264.

Cao, Y. and Li, Xuelong and Yan, P. (2012) Multi-atlas based image selection with label image constraint. In: UNSPECIFIED (ed.) 11th International Conference on Machine Learning and Applications. Washington, USA: IEEE Computer Society, pp. 311-316. ISBN 9781467346511.

Zhang, K. and Gao, X. and Tao, D. and Li, Xuelong (2012) Multi-scale dictionary for single image super-resolution. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vision and Pattern Recognition. Washington, USA: IEEE Computer Society, pp. 1114-1121. ISBN 9781467312264.

He, L. and Tao, D. and Li, Xuelong and Gao, X. (2012) Sparse representation for blind image quality assessment. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vision and Pattern Recognition. Washington, USA: IEEE Computer Society, pp. 1146-1153. ISBN 9781467312264.

Zhang, W. and Yan, P. and Li, Xuelong (2011) Estimating patient-specific shape prior for medical image segmentation. In: UNSPECIFIED (ed.) IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Institute of Electrical and Electronics Engineers, pp. 1451-1454. ISBN 9781424441273.

Zhang, J. and Wang, N. and Gao, X. and Tao, D. and Li, Xuelong (2011) Face sketch-photo synthesis based on support vector regression. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 1125-1128. ISBN 9781457713040.

Lu, X. and Yuan, H. and Yan, P. and Li, L. and Li, Xuelong (2011) Image denoising via improved sparse coding. In: Hoey, J. and McKenna, S. and Trucco, E. (eds.) Proceedings of the British Machine Vision Conference. Manchester, UK: BMVA Press, 74.1-74.0. ISBN 190172543X.

Shen, J. and Yang, X. and Jiang, Y. and Li, Xuelong (2011) Intrinsic images using optimization. In: UNSPECIFIED (ed.) Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, pp. 3481-3487. ISBN 9781457703942.

Zhang, W. and Yuan, Y. and Li, Xuelong and Yan, P. (2011) Learning shape statistics for hierarchical 3d medical image segmentation. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 2189-2192. ISBN 9781457713040.

Cao, X. and Wu, C. and Yan, P. and Li, Xuelong (2011) Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 2421-2424. ISBN 9781457713040.

Lu, X. and Yuan, H. and Yuan, Y. and Yan, P. and Li, L. and Li, Xuelong (2011) Local learning-based image super-resolution. In: UNSPECIFIED (ed.) 13th International Workshop on Multimedia Signal Processing. Institute of Electrical and Electronics Engineers, pp. 1-5. ISBN 9781457714320.

Tang, Y. and Pan, X. and Yuan, Y. and Yan, P. and Li, L. and Li, Xuelong (2011) Local semi-supervised regression for single-image super-resolution. In: UNSPECIFIED (ed.) 13th International Workshop on Multimedia Signal Processing. Institute of Electrical and Electronics Engineers, pp. 1-5. ISBN 9781457714320.

Yang, M. and Yuan, Y. and Li, Xuelong and Yan, P. (2011) Medical image segmentation using descriptive image features. In: Hoey, J. and McKenna, S. and Trucco, E. (eds.) Procedings of the British Machine Vision Conference. Manchester, UK: BMVA Press, 94.1-94.11. ISBN 978190172543X.

Pang, Y. and Ma, Z. and Yuan, Y. and Li, Xuelong and Wang, K. (2011) Multimodal learning for multi-label image classification. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 1797-1800. ISBN 9781457713040.

Cao, Y. and Yuan, Y. and Li, Xuelong and Yan, P. (2011) Putting images on a manifold for atlas-based image segmentation. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 289-292. ISBN 9781457713040.

Wang, Q. and Yan, P. and Yuan, Y. and Li, Xuelong (2011) Robust color correction in stereo vision. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 965-968. ISBN 9781457713040.

Cao, Y. and Yuan, Y. and Li, Xuelong and Turkbey, B. and Choyke, P.L. and Yan, P. (2011) Segmenting images by combining selected atlases on manifold. In: Fichtinger, G. and Martel, A. and Peters, T. (eds.) Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011. Lecture Notes in Computer Science 6893. Berlin, Germany: Springer Verlag, pp. 272-279. ISBN 9783642236266.

Mu, G. and Gao, X. and Zhang, K. and Li, Xuelong and Tao, D. (2011) Single image super resolution with high resolution dictionary. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 1141-1144. ISBN 9781457713040.

Lu, X. and Yuan, Y. and Yan, P. and Li, Xuelong (2011) A novel alternative algorithm for limited angle tomography. In: UNSPECIFIED (ed.) IEEE International Conference on Image Processing. Institute of Electrical and Electronics Engineers, pp. 409-412. ISBN 9781457713040.

Yang, J. and Tao, D. and Tian, C. and Gao, X. and Li, Xuelong (2010) Chinese text detection and location for images in multimedia messaging service. In: UNSPECIFIED (ed.) 2010 IEEE International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 3896-3901. ISBN 9781424465866.

Shen, J. and Pang, H. and Tao, D. and Li, Xuelong (2010) Dual phase learning for large scale video gait recognition. In: Boll, S. and Tian, Q. and Zhang, L. and Zhang, Z. and Chen, Y.-P.P (eds.) Advances in Multimedia Modeling. Lecture Notes in Computer Science 5916. Berlin, Germany: Springer Verlag, pp. 500-510. ISBN 9783642113017.

Gao, X. and Liu, N. and Lu, W. and Tao, D. and Li, Xuelong (2010) Spatio-temporal salience based video quality assessment. In: UNSPECIFIED (ed.) 2010 IEEE International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1501-1505. ISBN 9781424465866.

Li, Xuelong and He, L. and Lu, W. and Gao, X. and Tao, D. (2010) A novel image quality metric based on morphological component analysis. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1449-1454. ISBN 9781424465866.

Wang, Y. and Gao, X. and Li, Xuelong and Tao, D. and Wang, B. (2009) Embedded geometric active contour with shape constraint for mass segmentation. In: Xiaoyi, J. and Petkov, N. (eds.) Computer Analysis of Images and Patterns. Lecture Notes in Computer Science 5702. Berlin, Germany: Springer Verlag, pp. 995-1002. ISBN 9783642037672.

Wen, J. and Li, Xuelong and Gao, X. and Tao, D. (2009) Incremental learning of weighted tensor subspace for visual tracking. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 3688-3693. ISBN 9781424427932.

Zhou, H. and Tao, D. and Yuan, Y. and Li, Xuelong (2009) Object trajectory clustering via tensor analysis. In: UNSPECIFIED (ed.) Image Processing. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1945-1948. ISBN 9781424456536.

Shen, J. and Tao, D. and Li, Xuelong (2009) Robust semantic concept detection in large video collections. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 635-638. ISBN 9781424427932.

Su, Y. and Tao, D. and Li, Xuelong and Gao, X. (2009) Texture representation in AAM using gabor wavelet and local binary patterns. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 3274-3279. ISBN 9781424427932.

Gao, X. and Xiao, B. and Tao, D. and Li, Xuelong (2009) A comparative study of three graph edit distance algorithms. In: UNSPECIFIED (ed.) Foundations of Computational Intelligence. Studies in Computational Intelligence 5 205. Berlin, Germany: Springer Verlag, pp. 223-242. ISBN 9783642015359.

Pan, J. and Pang, Y. and Li, Xuelong and Yuan, Y. and Tao, D. (2009) A fast feature extraction method. In: UNSPECIFIED (ed.) Acoustics, Speech and Signal Processing. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1797-1800. ISBN 9781424423538.

Wang, B. and Gao, X. and Tao, D. and Li, Xuelong and Li, J. (2009) The gabor-based tensor level set method for multiregional image segmentation. In: Xiaoyi, J. and Petkov, N. (eds.) Computer Analysis of Images and Patterns. Lecture Notes in Computer Science 5702. Berlin, Germany: Springer Verlag, pp. 987-994. ISBN 9783642037665.

Tao, D. and Sun, J. and Shen, J. and Wu, X. and Li, Xuelong and Maybank, Stephen J. and Faloutsos, C. (2008) Bayesian tensor analysis. In: UNSPECIFIED (ed.) International Joint Conference on Neural Networks. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1402-1409. ISBN 9781424418206.

Huang, Y. and Huang, K. and Wang, L. and Tao, D. and Tan, T. and Li, Xuelong (2008) Enhanced biologically inspired model. In: UNSPECIFIED (ed.) Conference on Computer Vision and Pattern Recognition. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1-8. ISBN 9781424422425.

Li, Xuelong and Lu, W. and Tao, D. and Gao, X. (2008) Frequency structure analysis for IQA. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 2246-2251. ISBN 9781424423835.

Su, Y. and Gao, X. and Tao, D. and Li, Xuelong (2008) Gabor-based texture representation in AAMs. In: UNSPECIFIED (ed.) International Conference on Systems, Man and Cybernetics. New York, USA: Institute of Electrical and Electronics Engineers, pp. 2236-2240. ISBN 9781424423835.

Deng, C. and Gao, X. and Tao, D. and Li, Xuelong (2008) Geometrically invariant watermarking using affine covariant regions. In: UNSPECIFIED (ed.) International Conference on Image Processing. New York, USA: Institute of Electrical and Electronics Engineers, pp. 413-416. ISBN 9781424417650.

Deng, C. and Gao, X. and Li, Xuelong and Tao, D. (2008) Invariant image watermarking based on local feature regions. In: UNSPECIFIED (ed.) International Conference on Cyberworlds. New York, USA: Institute of Electrical and Electronics Engineers, pp. 6-10. ISBN 9780769533810.

Yang, J. and Yang, S. and Fu, Y. and Li, Xuelong and Huang, T. (2008) Non-negative graph embedding. In: UNSPECIFIED (ed.) Conference on Computer Vision and Pattern Recognition. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1-8. ISBN 9781424422425.

Niu, Z. and Gao, X. and Tao, D. and Li, Xuelong (2008) Semantic video shot segmentation based on color ratio feature and SVM. In: UNSPECIFIED (ed.) International Conference on Cyberworlds. New York, USA: Institute of Electrical and Electronics Engineers, pp. 157-162. ISBN 9780769533810.

Lu, W. and Gao, X. and Li, Xuelong and Tao, D. (2008) An image quality assessment metric based contourlet. In: UNSPECIFIED (ed.) International Conference on Image Processing. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1172-1175. ISBN 9781424417650.

Zhang, T. and Tao, D. and Li, Xuelong and Yang, T. (2008) A unifying framework for spectral analysis based dimensionality reduction. In: UNSPECIFIED (ed.) International Joint Conference on Neural Networks. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1670-1677. ISBN 9781424418206.

Conference or Workshop Item

Tao, D. and Sun, J. and Shen, J. and Wu, X. and Li, Xuelong and Maybank, Stephen J. and Faloutsos, C. (2008) Bayesian tensor analysis. In: IEEE International Joint Conference on Neural Networks, 2008: IJCNN 2008: (IEEE World Congress on Computational Intelligence), 1-6 June 2008, Hong Kong, China.

Book

Tao, D. and Xu, D. and Li, Xuelong (2009) Semantic mining technologies for multimedia databases. Hershey, U.S.: IGI Global. ISBN 9781605661896.