荆晓远

Xiao-Yuan Jing, PhD.

Email: xiaoyuanjing@whu.edu.cn

jingxy_2000@126.com

Biography

Xiao-Yuan Jing (Short CV) received the PhD degree of Pattern Recognition and Intelligent System in the Nanjing University of Science and Technology, 1998.

Now he is a Professor at the School of Computer, Wuhan University, Wuhan, China. His research interests include pattern recognition, machine learning, image processing, artificial intelligence, and software engineering.

He has published more than 100 papers in various international journals and conference proceedings, such as TPAMI, PR, TIP, TCB, TIFS, TNNLS, TMM, TCSVT, CVPR, AAAI, IJCAI, and WWW. Besides, he has been granted more than 40 patents.

Publications
  • Xiao-Yuan Jing, Xinyu Zhang, Xiaoke Zhu, Fei Wu, Xinge You, Yang Gao, Shiguang Shan, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019:0162-8828.
  • Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang: Multi-view common component discriminant analysis for cross-view classification. Pattern Recognition 92: 37-51 (2019).
  • Xiaoke Zhu, Xiao-Yuan Jing, Fan Zhang, Xinyu Zhang, Xinge You, Xiang Cui: Distance learning by mining hard and easy negative samples for person re-identification. Pattern Recognition 95: 211-222 (2019).
  • Shuangyan Yi, Zhenyu HE, Xiaoyuan Jing, Yi Li, Yiu-ming Cheung, Feiping Nie: Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019: 1945-788X.
  • Fei Ma, Xiaoke Zhu, Xiao-Yuan Jing, Zhenmin Tang, Zhiping Peng: True-Color and Gray Video based Person Re-Identification: A Benchmark, IEEE Transactions on Information Forensics and Security, 2019: 1556-6013.
  • Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen: Multiview Hybrid Embedding: A Divide-and-Conquer Approach, IEEE Transactions on Cybernetics, 2019: 2168-2267.
  • Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Ruimin Hu, Dong Yue, Lina Wang, Yi-Mu Ji, Ruchuan Wang, Guoliang Chen: Intraspectrum Discrimination and Interspectrum Correlation Analysis Deep Network for Multispectral Face Recognition, IEEE Transactions on Cybernetics, 2019: 2168-2267.
  • Ye Liu, Xiao-Yuan Jing, Jianhui Nie, Hao Gao, Jun Liu, Guo-Ping Jiang: Context-Aware Three-Dimensional Mean-Shift With Occlusion Handling for Robust Object Tracking in RGB-D Videos. IEEE Trans. Multimedia 21(3): 664-677 (2019).
  • Changhui Hu, Xiaobo Lu, Pan Liu, Xiao-Yuan Jing, Dong Yue: Single Sample Face Recognition Under Varyin g Illumination via QRCP Decomposition. IEEE Trans. Image Processing 28(5): 2624-2638 (2019).
  • Fei Wu, Xiao-Yuan Jing, Jun Zhou, Yi-mu Ji, Chao Lan, Qinghua Huang, Ruchuan Wang: Semi-supervised Multi-view Individual and Sharable Feature Learning for Webpage Classification. WWW 2019: 3349-3355.
  • Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Xinyu Zhang, Taiping Zhang: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IEEE Trans. Image Processing 27(11): 5683-5695 (2018).
  • Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng: Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix. IEEE Trans. Information Forensics and Security 13(3): 717-732 (2018).
  • Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang: Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2599-2611 (2018).
  • Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao: Multi-view manifold learning with locality alignment. Pattern Recognition 78: 154-166 (2018).
  • Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen: Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification. AAAI 2017: 1374-1381.
  • Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification. AAAI 2017: 1583-1589.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu: Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification. AAAI 2017: 2970-2976.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng: Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. AAAI 2017: 4341-4348.
  • Fei Wu, Xiao-Yuan Jing, Wangmeng Zuo, Ruiping Wang, Xiaoke Zhu: Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification. IJCAI 2017: 3069-3075.
  • Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue: Learning robust and discriminative low-rank representations for face recognition with occlusion. Pattern Recognition 66: 129-143 (2017).
  • Qi Ge, Xiao-Yuan Jing, Fei Wu, Zhi-Hui Wei, Liang Xiao, Wen-Ze Shao, Dong Yue, Hai-Bo Li: Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal. IEEE Trans. Image Processing 26(7): 3098-3112 (2017).
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Trans. Image Processing 26(3): 1363-1378 (2017).
  • Xiao-Yuan Jing, Fei Wu, Zhiqiang Li, Ruimin Hu, David Zhang: Multi-Label Dictionary Learning for Image Annotation. IEEE Trans. Image Processing 25(6): 2712-2725 (2016).
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IJCAI 2016: 3552-3559.
  • Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Qi Ge, Songsong Wu, Qian Liu, Dong Yue, Jing-Yu Yang: Uncorrelated multi-set feature learning for color face recognition. Pattern Recognition 60: 630-646 (2016).
  • Dongyu Zhang, Pengju Liu, Kai Zhang, Hongzhi Zhang, Qing Wang, Xiao-Yuan Jing: Class relatedness oriented-discriminative dictionary learning for multiclass image classification. Pattern Recognition 59: 168-175 (2016).
  • Xiao-Yuan Jing, Fei Wu, Xiaoke Zhu, Xiwei Dong, Fei Ma, Zhiqiang Li: Multi-spectral low-rank structured dictionary learning for face recognition. Pattern Recognition 59: 14-25 (2016).
  • Fei Wu, Xiao-Yuan Jing, Xinge You, Dong Yue, Ruimin Hu, Jing-Yu Yang: Multi-view low-rank dictionary learning for image classification. Pattern Recognition 50: 143-154 (2016).
  • Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Qi Ge, Songsong Wu, Qian Liu, Dong Yue, Jing-Yu Yang: Uncorrelated multi-set feature learning for color face recognition. Pattern Recognition 60: 630-646 (2016).
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015: 695-704.
  • Xiao-Yuan Jing, Qian Liu, Fei Wu, Baowen Xu, Yang-Ping Zhu, Songcan Chen: Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction. IJCAI 2015: 2255-2261.
  • Chao Liang, Bingyue Huang, Ruimin Hu, Chunjie Zhang, Xiao-Yuan Jing, Jing Xiao: A Unsupervised Person Re-identification Method Using Model Based Representation and Ranking. ACM Multimedia 2015: 771-774.
  • Xiao-Yuan Jing, Ruimin Hu, Yang-Ping Zhu, Shanshan Wu, Chao Liang, Jing-Yu Yang: Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning. AAAI 2014: 1882-1889.
  • Xiao-Yuan Jing, Ruimin Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao: Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition. AAAI 2014: 2787-2795.
  • Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Xiao-Yuan Jing: Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints. IEEE Trans. Multimedia 18(12):
  • Xiao-Yuan Jing, Sheng Li, David Zhang, Jian Yang, Jing-Yu Yang: Supervised and Unsupervised Parallel Subspace Learning for Large-Scale Image Recognition. IEEE Trans. Circuits Syst. Video Techn. 22(10): 1497-1511 (2012).
  • Xiao-Yuan Jing, Sheng Li, David Zhang, Chao Lan, Jingyu Yang: Optimal subset-division based discrimination and its kernelization for face and palmprint recognition. Pattern Recognition 45(10): 3590-3602 (2012).
  • Xiao-Yuan Jing, Yong-Fang Yao, David Zhang, Jing-Yu Yang, Miao Li: Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition. Pattern Recognition 40(11): 3209-3224 (2007).
  • Xiao-Yuan Jing, Hau-San Wong, David Zhang: Face recognition based on 2D Fisherface approach. Pattern Recognition 39(4): 707-710 (2006).
  • Xiao-Yuan Jing, Yuan Yan Tang, David Zhang: A Fourier-LDA approach for image recognition. Pattern Recognition 38(3): 453-457 (2005).
  • Xiao-Yuan Jing, David Zhang, Yuan Yan Tang: An improved LDA approach. IEEE Trans. Systems, Man, and Cybernetics, Part B 34(5): 1942-1951 (2004).
  • Xiao-Yuan Jing, David Zhang: A face and palmprint recognition approach based on discriminant DCT feature extraction. IEEE Trans. Systems, Man, and Cybernetics, Part B 34(6): 2405-2415 (2004).
  • Xiao-Yuan Jing, David Zhang, Zhong Jin: UODV: improved algorithm and generalized theory. Pattern Recognition 36(11): 2593-2602 (2003).
  • Xiao-Yuan Jing, David Zhang, Zhong Jin: Improvements on the uncorrelated optimal discriminant vectors. Pattern Recognition 36(8): 1921-1923 (2003).
  • Xiao-Yuan Jing, David Zhang, Jing-Yu Yang: Face recognition based on a group decision-making combination approach. Pattern Recognition 36(7): 1675-1678 (2003).
  • Xiao-Yuan Jing, Xinyu Zhang, Xiaoke Zhum, Fei Wu, Xinge You, Yang Gao, Shiguang Shan, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019:0162-8828.
  • Shuangyan Yi, Zhenyu HE, Xiaoyuan Jing, Yi Li, Yiu-ming Cheung, Feiping Nie: Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019: 1945-788X.
  • Fei Ma, Xiaoke Zhu, Xiao-Yuan Jing, Zhenmin Tang, Zhiping Peng: True-Color and Gray Video based Person Re-Identification: A Benchmark, IEEE Transactions on Information Forensics and Security.2019:1556-6013.
  • Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen: Multiview Hybrid Embedding: A Divide-and-Conquer Approach, IEEE Transactions on Cybernetics.2019:2168-2267.
  • Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Ruimin Hu, Dong Yue, Lina Wang, Yi-Mu Ji, Ruchuan Wang, Guoliang Chen: Intraspectrum Discrimination and Interspectrum Correlation Analysis Deep Network for Multispectral Face Recognition, IEEE Transactions on Cybernetics.2019:2168-2267.
  • Songsong Wu, Zhiqiang Lu, Hao Tang, Yan Yan, Songhao Zhu, Xiao-Yuan Jing, Zuoyong Li: Joint Learning of Self-Representation and Indicator for Multi-View Image Clustering. CoRR abs/1905.04432 (2019).
  • Songsong Wu, Yan Yan, Hao Tang, Jianjun Qian, Jian Zhang, Xiao-Yuan Jing: Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation. CoRR abs/1905.04424 (2019).
  • Ye Liu, Xiao-Yuan Jing, Jianhui Nie, Hao Gao, Jun Liu, Guo-Ping Jiang: Context-Aware Three-Dimensional Mean-Shift With Occlusion Handling for Robust Object Tracking in RGB-D Videos. IEEE Trans. Multimedia 21(3): 664-677 (2019).
  • Changhui Hu, Xiaobo Lu, Pan Liu, Xiao-Yuan Jing, Dong Yue: Single Sample Face Recognition Under Varying Illumination via QRCP Decomposition. IEEE Trans. Image Processing 28(5): 2624-2638 (2019).
  • Xiaoke Zhu, Xiao-Yuan Jing, Fan Zhang, Xinyu Zhang, Xinge You, Xiang Cui: Distance learning by mining hard and easy negative samples for person re-identification. Pattern Recognition 95: 211-222 (2019).
  • Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang: Multi-view common component discriminant analysis for cross-view classification. Pattern Recognition 92: 37-51 (2019).
  • Fei Ma, Xiaoke Zhu, Xinyu Zhang, Liang Yang, Mei Zuo, Xiao-Yuan Jing: Low illumination person re-identification. Multimedia Tools Appl. 78(1): 337-362 (2019).
  • Fei Ma, Xiaoke Zhu, Cailing Wang, Huajun Liu, Xiao-Yuan Jing: Multi-orientation and multi-scale features discriminant learning for palmprint recognition. Neurocomputing 348: 169-178 (2019).
  • Fei Ma, Xiaoke Zhu, Qinglong Liu, Chengfang Song, Xiao-Yuan Jing, Dengpan Ye: Multi-view coupled dictionary learning for person re-identification. Neurocomputing 348: 16-26 (2019).
  • Fei Wu, Xiwei Dong, Lu Han, Xiao-Yuan Jing, Yi-mu Ji: Multi-View Synthesis and Analysis Dictionaries Learning for Classification. IEICE Transactions 102-D(3): 659-662 (2019).
  • Fei Ma, Xiao-Yuan Jing, Yong-Fang Yao, Xiaoke Zhu, Zhiping Peng: High-Resolution and Low-Resolution Video Person Re-Identification: A Benchmark. IEEE Access 7: 63426-63436 (2019).
  • Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao: Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling. CoRR abs/1811.07498 (2018).
  • Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen: Multi-view Hybrid Embedding: A Divide-and-Conquer Approach. CoRR abs/1804.07237 (2018).
  • Chengfang Song, Zhiqiang Pang, Xiao-Yuan Jing, Chunxia Xiao: Distance field guided L1-median skeleton extraction. The Visual Computer 34(2): 243-255 (2018).
  • Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Xinyu Zhang, Taiping Zhang: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IEEE Trans. Image Processing 27(11): 5683-5695 (2018).
  • Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng: Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix. IEEE Trans. Information Forensics and Security 13(3): 717-732 (2018).
  • Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang: Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2599-2611 (2018).
  • Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao: Multi-view manifold learning with locality alignment. Pattern Recognition 78: 154-166 (2018).
  • Fei Wu, Xiao-Yuan Jing, Songsong Wu, Guangwei Gao, Qi Ge, Ruchuan Wang: "Like charges repulsion and opposite charges attraction" law based multilinear subspace analysis for face recognition. Knowl.-Based Syst. 149: 76-87 (2018).
  • Cailing Wang, Yechao Xu, Huajun Liu, Xiao-Yuan Jing: Retrogression of correlation filters for discriminative visual object tracking. J. Electronic Imaging 27(06): 063010 (2018).
  • Lu Han, Fei Wu, Xiao-Yuan Jing: Semi-supervised Multi-view Manifold Discriminant Intact Space Learning. TIIS 12(9): 4317-4335 (2018).
  • Xiwei Dong, Fei Wu, Xiao-Yuan Jing: Generic Training Set based Multimanifold Discriminant Learning for Single Sample Face Recognition. TIIS 12(1): 368-391 (2018).
  • Lu Han, Xiao-Yuan Jing, Fei Wu: Multi-view local discrimination and canonical correlation analysis for image classification. Neurocomputing 275: 1087-1098 (2018).
  • Qi Ge, Xiao-Yuan Jing, Fei Wu, Zhi-Hui Wei, Liang Xiao, Wen-Ze Shao, Dong Yue, Hai-Bo Li: Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal. IEEE Trans. Image Processing 26(7): 3098-3112 (2017).
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Trans. Image Processing 26(3): 1363-1378 (2017).
  • Xiaohua Liu, Xiao-Yuan Jing, Guijin Tang, Fei Wu, Qi Ge: Image denoising using weighted nuclear norm minimization with multiple strategies. Signal Processing 135: 239-252 (2017).
  • Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue: Learning robust and discriminative low-rank representations for face recognition with occlusion. Pattern Recognition 66: 129-143 (2017).
  • Fei Wu, Xiao-Yuan Jing, Dong Yue: Multi-view Discriminant Dictionary Learning via Learning View-specific and Shared Structured Dictionaries for Image Classification. Neural Processing Letters 45(2): 649-666 (2017).
  • Fei Wu, Xiao-Yuan Jing, Qian Liu, Songsong Wu, Guo-Liang He: Large-scale image recognition based on parallel kernel supervised and semi-supervised subspace learning. Neural Computing and Applications 28(3): 483-498 (2017).
  • Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Xiao-Yuan Jing: Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints. IEEE Trans. Multimedia 18(12): 2358-2371 (2016).
  • Xiao-Yuan Jing, Fei Wu, Zhiqiang Li, Ruimin Hu, David Zhang: Multi-Label Dictionary Learning for Image Annotation. IEEE Trans. Image Processing 25(6): 2712-2725 (2016).
  • Qi Ge, Fumin Shen, Xiao-Yuan Jing, Fei Wu, Shi-Peng Xie, Dong Yue, Hai-Bo Li: Active contour evolved by joint probability classification on Riemannian manifold. Signal, Image and Video Processing 10(7): 1257-1264 (2016).
  • Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Qi Ge, Songsong Wu, Qian Liu, Dong Yue, Jing-Yu Yang: Uncorrelated multi-set feature learning for color face recognition. Pattern Recognition 60: 630-646 (2016).
  • Dongyu Zhang, Pengju Liu, Kai Zhang, Hongzhi Zhang, Qing Wang, Xiao-Yuan Jing: Class relatedness oriented-discriminative dictionary learning for multiclass image classification. Pattern Recognition 59: 168-175 (2016).
  • Xiao-Yuan Jing, Fei Wu, Xiaoke Zhu, Xiwei Dong, Fei Ma, Zhiqiang Li: Multi-spectral low-rank structured dictionary learning for face recognition. Pattern Recognition 59: 14-25 (2016).
  • Fei Wu, Xiao-Yuan Jing, Xinge You, Dong Yue, Ruimin Hu, Jing-Yu Yang: Multi-view low-rank dictionary learning for image classification. Pattern Recognition 50: 143-154 (2016).
  • Fei Wu, Xiao-Yuan Jing, Yong-Fang Yao, Dong Yue, Jun Chen: Group recursive discriminant subspace learning with image set decomposition. Neural Computing and Applications 27(6): 1693-1706 (2016).
  • Guangwei Gao, Xiao-Yuan Jing, Pu Huang, Quan Zhou, Songsong Wu, Dong Yue: Locality-Constrained Double Low-Rank Representation for Effective Face Hallucination. IEEE Access 4: 8775-8786 (2016).
  • Guangwei Gao, Jian Yang, Songsong Wu, Xiao-Yuan Jing, Dong Yue: Bayesian sample steered discriminative regression for biometric image classification. Appl. Soft Comput. 37: 48-59 (2015).
  • Songsong Wu, Xiao-Yuan Jing, Zhisen Wei, Jian Yang, Jingyu Yang: Learning image manifold via local tensor subspace alignment. Neurocomputing 139: 22-33 (2014).
  • Xiao-Yuan Jing, Sheng Li, David Zhang, Jian Yang, Jing-Yu Yang: Supervised and Unsupervised Parallel Subspace Learning for Large-Scale Image Recognition. IEEE Trans. Circuits Syst. Video Techn. 22(10): 1497-1511 (2012).
  • Xiao-Yuan Jing, Sheng Li, Wen-Qian Li, Yong-Fang Yao, Chao Lan, Jiasen Lu, Jing-Yu Yang: Palmprint and Face Multi-Modal Biometric Recognition Based on SDA-GSVD and Its Kernelization. Sensors 12(5): 5551-5571 (2012).
  • Xiao-Yuan Jing, Chao Lan, David Zhang, Jing-Yu Yang, Min Li, Sheng Li, Songhao Zhu: Face feature extraction and recognition based on discriminant subclass-center manifold preserving projection. Pattern Recognition Letters 33(6): 709-717 (2012).
  • Xiao-Yuan Jing, Sheng Li, David Zhang, Chao Lan, Jingyu Yang: Optimal subset-division based discrimination and its kernelization for face and palmprint recognition. Pattern Recognition 45(10): 3590-3602 (2012).
  • Songhao Zhu, Y. Zhao, Zhiwei Liang, Xiao-Yuan Jing: Movie abstraction via the progress of the storyline. IET Signal Processing 6(8): 751-762 (2012).
  • Qian Liu, Chao Lan, Xiao-Yuan Jing, Shi-Qiang Gao, David Zhang, Jing-Yu Yang: Sparsity Preserving Embedding with Manifold Learning and Discriminant Analysis. IEICE Transactions 95-D(1): 271-274 (2012).
  • Cailing Wang, Xiao-Yuan Jing, Chunxia Zhao: Local Upsampling Fourier Transform for accurate 2D/3D image registration. Computers & Electrical Engineering 38(5): 1346-1357 (2012).
  • Xiao-Yuan Jing, Sheng Li, Chao Lan, David Zhang, Jingyu Yang, Qian Liu: Color image canonical correlation analysis for face feature extraction and recognition. Signal Processing 91(8): 2132-2140 (2011).
  • Songhao Zhu, Zhiwei Liang, Xiao-Yuan Jing:Video Retrieval via Learning Collaborative Semantic Distance. IJPRAI 25(4): 475-490 (2011).
  • Sheng Li, Xiao-Yuan Jing, Lu-Sha Bian, Shi-Qiang Gao, Qian Liu, Yong-Fang Yao: Facial Image Recognition Based on a Statistical Uncorrelated Near Class Discriminant Approach. IEICE Transactions 93-D(4): 934-937 (2010).
  • Sheng Li, Yong-Fang Yao, Xiao-Yuan Jing, Heng Chang, Shi-Qiang Gao, David Zhang, Jing-Yu Yang: Face Recognition Based on Nonlinear DCT Discriminant Feature Extraction Using Improved Kernel DCV. IEICE Transactions 92-D(12): 2527-2530 (2009).
  • Xiao-Yuan Jing, Yong-Fang Yao, Jing-Yu Yang, David Zhang: A novel face recognition approach based on kernel discriminative common vectors (KDCV) feature extraction and RBF neural network. Neurocomputing 71(13-15): 3044-3048 (2008).
  • Xiao-Yuan Jing, Yong-Fang Yao, David Zhang, Jing-Yu Yang, Miao Li: Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition. Pattern Recognition 40(11): 3209-3224 (2007).
  • Yong-Fang Yao, Xiao-Yuan Jing, Hau-San Wong: Face and palmprint feature level fusion for single sample biometrics recognition. Neurocomputing 70(7-9): 1582-1586 (2007).
  • Xiao-Yuan Jing, Hau-San Wong, David Zhang: Face recognition based on discriminant fractional Fourier feature extraction. Pattern Recognition Letters 27(13): 1465-1471 (2006).
  • Xiao-Yuan Jing, Hau-San Wong, David Zhang: Face recognition based on 2D Fisherface approach. Pattern Recognition 39(4): 707-710 (2006).
  • Xiao-Yuan Jing, Yuan Yan Tang, David Zhang: A Fourier-LDA approach for image recognition. Pattern Recognition 38(3): 453-457 (2005).
  • Xiao-Yuan Jing, Hau-San Wong, David Zhang, Yuan Yan Tang: An uncorrelated fisherface approach. Neurocomputing 67: 328-334 (2005).
  • Xiao-Yuan Jing, David Zhang: A face and palmprint recognition approach based on discriminant DCT feature extraction. IEEE Trans. Systvems, Man, and Cybernetics, Part B 34(6): 2405-2415 (2004).
  • Xiao-Yuan Jing, David Zhang, Yuan Yan Tang: An improved LDA approach. IEEE Trans. Systems, Man, and Cybernetics, Part B 34(5): 1942-1951 (2004).
  • Xiao-Yuan Jing, David Zhang, Yong-Fang Yao: Improvements on the linear discrimination technique with application to face recognition. Pattern Recognition Letters 24(15): 2695-2701 (2003).
  • Xiao-Yuan Jing, David Zhang, Zhong Jin: UODV: improved algorithm and generalized theory. Pattern Recognition 36(11): 2593-2602 (2003).
  • Xiao-Yuan Jing, David Zhang, Zhong Jin: Improvements on the uncorrelated optimal discriminant vectors. Pattern Recognition 36(8): 1921-1923 (2003).
  • Xiao-Yuan Jing, David Zhang, Jing-Yu Yang: Face recognition based on a group decision-making combination approach. Pattern Recognition 36(7): 1675-1678 (2003).
  • Xiao-Yuan Jing, David Zhang: Face recognition based on linear classifiers combination. Neurocomputing 50: 485-488 (2003).
  • Fei Wu, Xiao-Yuan Jing, Jun Zhou, Yi-mu Ji, Chao Lan, Qinghua Huang, Ruchuan Wang: Semi-supervised Multi-view Individual and Sharable Feature Learning for Webpage Classification. WWW 2019: 3349-3355.
  • Ziyun Cai, Yang Long, Xiao-Yuan Jing, Ling Shao: Adaptive Visual-Depth Fusion Transfer. ACCV (4) 2018: 56-73.
  • Fei Wu, Zhiyong Wu, Yujian Feng, Jun Zhou, He Huang, Xinwei Li, Xiwei Dong, Xiao-Yuan Jing: Supervised Discrete Matrix Factorization Hashing For Cross-Modal Retrieval. CCIS 2018: 855-859.
  • Li Cheng, Xiao-Yuan Jing, Xiaoke Zhu, Fumin Qi, Fei Ma, Xiaodong Jia, Liang Yang, Chunhe Wang: A Hybrid 2D and 3D Convolution Based Recurrent Network for Video-Based Person Re-identification. ICONIP (1) 2018: 439-451.
  • Dongliang Jin, Songhao Zhu, Songsong Wu, Xiao-Yuan Jing: Sparse Representation and Weighted Clustering Based Abnormal Behavior Detection. ICPR 2018: 1574-1579.
  • Xian Sun, Songhao Zhu, Songsong Wu, Xiao-Yuan Jing: Weak Supervised Learning Based Abnormal Behavior Detection. ICPR 2018: 1580-1585.
  • Kun Wang, Songsong Wu, Yufeng Qiu, Fei Wu, Xiao-Yuan Jing: Learning Semantic Double-Autoencoder with Attribute Constraint for Zero-Shot Recognition. IScIDE 2018: 123-134.
  • Yufeng Qiu, Songsong Wu, Kun Wang, Guangwei Gao, Xiao-Yuan Jing: Joint Subspace and Dictionary Learning with Dynamic Training Set for Cross Domain Image Classification. IScIDE 2018: 502-517.
  • Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen: Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification. AAAI 2017: 1374-1381.
  • Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification. AAAI 2017: 1583-1589.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu: Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification. AAAI 2017: 2970-2976.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng: Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. AAAI 2017: 4341-4348.
  • Kun Wang, Songsong Wu, Guangwei Gao, Quan Zhou, Xiao-Yuan Jing: Learning Autoencoder of Attribute Constraint for Zero-Shot Classification. ACPR 2017: 605-610.
  • Qi Zheng, Jun Chen, Chao Liang, Wenhua Fang, Xiao-Yuan Jing, Ruimin Hu: Transferring clothing parsing from fashion dataset to surveillance. ICASSP 2017: 1667-1671.
  • Sen Li, Xiao-Yuan Jing, Xiaoke Zhu, Xinyu Zhang, Fei Ma: Deep Metric Learning with Symmetric Triplet Constraint for Person Re-identification. ICONIP (3) 2017: 632-641.
  • Cailing Wang, Yechao Xu, Guangwei Gao, Song Tang, Xiao-Yuan Jing: A Method of Pedestrian Re-identification Based on Multiple Saliency Features. ICONIP (6) 2017: 712-721.
  • Fei Wu, Xiao-Yuan Jing, Wangmeng Zuo, Ruiping Wang, Xiaoke Zhu: Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification. IJCAI 2017: 3069-3075.
  • Fei Ma, Xiaoke Zhu, Xiao-Yuan Jing: Discriminant orientation and scale features learning with application to palmprint recognition. SPAC 2017: 620-625.
  • Fei Ma, Qinglong Liu, Xiaoke Zhu, Xiao-Yuan Jing: Multi-view based coupled dictionary learning for person re-identification. SPAC 2017: 654-659.
  • Shi Yin, Xinge You, Weiyong Xue, Bo Li, Yue Zhao, Xiao-Yuan Jing, Patrick S. P. Wang, Yuanyan Tang: A Unified Approach for Spatial and Angular Super-Resolution of Diffusion Tensor MRI. CCPR (2) 2016: 312-324.
  • Guangwei Gao, Xiao-Yuan Jing, Quan Zhou, Songsong Wu, Dong Yue: Locality-constrained matrix regression for position-patch based face hallucination. ICIP 2016: 419-423.
  • Songsong Wu, Xiao-Yuan Jing, Dong Yue, Jian Zhang, K. Jian Yang, Jingyu Yang: Unsupervised visual domain adaptation via dictionary evolution. ICME 2016: 1-6.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Wei-Shi Zheng, Ruimin Hu, Chunxia Xiao, Chao Liang: Distance learning by treating negative samples differently and exploiting impostors with symmetric triplet constraint for person re-identification. ICME 2016: 1-6.
  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IJCAI 2016: 3552-3559.
  • Jun Yu , Songsong Wu, Lu Wang, Xiao-Yuan Jing: Robust zero-shot learning with source attributes noise, 2016 International Conference on Progress in Informatics and Computing (PIC).2016: 205-209.
  • Huijuan Pang, Guangwei Gao, Xiao-Yuan Jing, Songsong Wu: Kernel locality-constrained adaptive iterative neighbor embedding for face hallucination, 2016 8th International Conference on Wireless Communications & Signal Processing (WCSP).2016: 1-5
  • Qian Liu, Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Kun Xu, Xuejing Shi, Xiaoyu Xi: Parallel Nonlinear Discriminant Feature Extraction for Face and Handwritten Digit Recognition. CCBR 2015: 536-543.
  • Yang-Ping Zhu, Xiao-Yuan Jing, Qing Wang, Fei Wu, Hui Feng, Shanshan Wu: Multi-view Sparse Embedding Analysis Based Image Feature Extraction and Classification. CCCV (2) 2015: 51-60.
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015: 695-704.
  • Mingwei Xu, Songsong Wu, Xiao-Yuan Jing, Jing-Yu Yang: Kernel subspace alignment for unsupervised domain adaptation. ICIP 2015: 2880-2884.
  • Xiao-Yuan Jing, Qian Liu, Fei Wu, Baowen Xu, Yang-Ping Zhu, Songcan Chen: Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction. IJCAI 2015: 2255-2261.
  • Chao Liang, Bingyue Huang, Ruimin Hu, Chunjie Zhang, Xiao-Yuan Jing, Jing Xiao: A Unsupervised Person Re-identification Method Using Model Based Representation and Ranking. ACM Multimedia 2015: 771-774.
  • Xiao-Yuan Jing, Ruimin Hu, Yang-Ping Zhu, Shanshan Wu, Chao Liang, Jing-Yu Yang: Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning. AAAI 2014: 1882-1889.
  • Xiao-Yuan Jing, Ruimin Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao: Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition. AAAI 2014: 2787-2795.
  • Songsong Wu, Xiao-Yuan Jing, Jian Yang, Jing-Yu Yang: Learning image manifold using neighboring similarity integration. ICIP 2014: 1897-1901.
  • Qian Liu, Xiao-Yuan Jing, Ruimin Hu, Yong-Fang Yao, Jing-Yu Yang: Similarity preserving analysis based on sparse representation for image feature extraction and classification. ICIP 2013: 3013-3016.
  • Songsong Wu, Zhisen Wei, Xiao-Yuan Jing, Jian Yang, Jingyu Yang: Learning Compact Representation for Image with Tensor Manifold Perspective. IScIDE 2012: 664-671.
  • Xiao-Yuan Jing, Chao Lan, Min Li, Yong-Fang Yao, David Zhang, Jingyu Yang: Class-imbalance learning based discriminant analysis. ACPR 2011: 545-549.
  • Xiao-Yuan Jing, Sheng Li, Songhao Zhu, Qian Liu, Jingyu Yang, Jiasen Lu: Supervised local sparsity preserving projection for face feature extraction. ACPR 2011: 555-559.
  • Jiang-Yue Man, Xiao-Yuan Jing, Qian Liu, Yong-Fang Yao, Kun Li, Jingyu Yang: Color Face Recognition Based on Statistically Orthogonal Analysis of Projection Transforms. CCBR 2011: 58-65.
  • Jiang-Yue Man, Xiao-Yuan Jing, David Zhang, Chao Lan: Sparse cost-sensitive classifier with application to face recognition. ICIP 2011: 1773-1776.
  • Sheng Li, Xiao-Yuan Jing, David Zhang, Yong-Fang Yao, Lu-Sha Bian: A novel kernel discriminant feature extraction framework based on mapped virtual samples for face recognition. ICIP 2011: 3005-3008.
  • Chao Lan, Xiao-Yuan Jing, David Zhang, Shi-Qiang Gao, Jingyu Yang: Discriminant subclass-center manifold preserving projection for face feature extraction. ICIP 2011: 3013-3016.
  • Xiao-Yuan Jing, Sheng Li, David Zhang, Jingyu Yang: Face recognition based on local uncorrelated and weighted global uncorrelated discriminant transforms. ICIP 2011: 3049-3052
  • Xiao-Yuan Jing, Qian Liu, Chao Lan, Jiang-Yue Man, Sheng Li, David Zhang: Holistic orthogonal analysis of discriminant transforms for color face recognition. ICIP 2010: 3841-3844.
  • Xiao-Yuan Jing, Sheng Li, Yong-Fang Yao, Lu-Sha Bian, Jingyu Yang: Kernel Uncorrelated Adjacent-class Discriminant Analysis. ICPR 2010: 706-709.
  • Xiao-Yuan Jing, Shou Gao, Yong-Fang Yao, Sheng Li, Shi-Qiang Gao, Shu Wu, Feng-Nan Yu, Yong-Chuan Zhang: A Regularized Nonlinear Discrimination Approach. WGEC 2009: 541-544
  • Xiao-Yuan Jing, Heng Chang, Sheng Li, Yong-Fang Yao, Qian Liu, Lu-Sha Bian, Jiang-Yue Man, Chao Wang: Face Recognition Based on a Gabor-2DFisherface Approach with Selecting 2D Gabor Principal Components and Discriminant Vectors.WGEC 2009: 565-568.
  • Xiao-Yuan Jing, Chen Lu, David Zhang: An Uncorrelated Fisherface Approach for Face and Palmprint Recognition. ICB 2006: 682-687.
  • Yongjun He, Xiaoyuan Jing: Local IMLDA and its Improvements. CSSE (1) 2008: 1013-1016.
Services
  • Associate Editor of International Journal of Image and Graphics (Editor-in-Chief is Prof. David Zhang)
  • Program chair of International conference on security, pattern analysis and cybernetics
  • Area chair of Chinese conference of pattern recognition and computer vision
  • Session chair of Asia conference of pattern recognition
  • Program member of Conference on Artificial Intelligence (AAAI)
  • Program member of International Joint Conference on Artificial Intelligence (IJCAI)
  • Program member of International Conference on Pattern Recognition (ICPR)
  • Program member of IEEE International Conference on Image Processing (ICIP), etc.
Reviewers
  • Pattern Recognition (PR), IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Image Processing (TIP), IEEE Transactions on Information Forensics and Security (TIFS)
  • IEEE Transactions on Visualization and Computer Graphics (TVCG), IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Neural Networks and learning systems (TNNLS), IEEE Transactions on Cybernetics (TCB)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Transactions on Evolutionary Computation (TEC)
  • IEEE Transactions on Fuzzy Systems (TFS), IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • AAAI Conference on Artificial Intelligence (AAAI), International Joint Conference on Artificial Intelligence (IJCAI)
  • IEEE International Conference on Multimedia& Expo (ICME), International Journal of Computer Vision (IJCV)
  • International Conference on Computer Vision (ICCV), ACM International Conference on Multimedia (ACM MM)
  • IEEE Transactions on Software Engineering (TSE), ACM Transactions on Software Engineering and Methodology (TOSEM), etc.
Students

Fei Wu, Xiaoke Zhu, Fei Ma, Fumin Qi, Zhiqiang Li, Li Cheng, Di Wu, Xinyu Zhang, Tiejian Wang, Haowen Chen, Xiaodong Jia, Wei Wu, Yaru Hao, Xiwei Dong, Ying Sun, Qian Liu, Xiaohua Liu, Lu Han, Zhiwu Zhang, Xiaohui Cheng.

Qinglong Liu, Hui Feng, Sen Li, Mei Zuo, Liang Yang, Lu Zi, Yi Peng, Chunhe Wang, Chen Zhu,Yu Xie,Xiaohui Kong, Xin Li, Penghui Li, Hao Ding,Danlei Xing,Zihao Lu,Ming Tao,Xinxin Luo,Xiaokai Luo,Xiaofeng Zhang,Feng Chen,Yujian Feng,Juanjuan Li,Jinxing Qian,Jun Zhou,Yongguang Yang,Jian Yu,Guangliang Zhou,Jing Shen,Zhiyong Wu,Fangyi Cui,He Huang,Lin Huang,Jing Sun,Xiaoyu Xie,Zhilan Zhu,Jicheng Cao,Xinwei Li,Fengpeng Lou,Huijuan Pang,Muxuan Qin,Zuoting Shi,Yangyang Zhang,Xuejing Shi,Xiaoyu Xi,Kun Xu,Mingwei Xu,Hang Zhou,Feifei Wang,Qing Wang,Minghua Wu,Anding Yuan,Yangping Zhu,Zhenyu Zhu.

CV