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Hanjie Wang, Xiujuan Chai, Xiaopeng Hong, Guoying Zhao, Xilin Chen. Isolated Sign Language Recognition with Grassmann Covariance Matrices. ACM Transactions on Accessible Computing, 8(4)(2016): 14:1-14:21.
Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen. Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series. IEEE Transactions on Image Processing, 25(12)(2016): 5905-5919.
Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen. Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition. IEEE Transactions on Image Processing 25 (12)(2016): 5920-5932.
Shaoxin Li, Shiguang Shan, Shuicheng Yan, Xilin Chen. Relative Forest for Visual Attribute Prediction. IEEE Transactions on Image Processing, 25(9)(2016): 3991-4003.
Mengyi Liu, Ruiping Wang, Shiguang Shan, Xilin Chen. Learning prototypes and similes on Grassmann manifold for spontaneous expression recognition. Computer Vision and Image Understanding, 147(2016): 95-101.
Hanjie Wang, Xiujuan Chai, Xilin Chen. Sparse Observation (SO) Alignment for Sign Language Recognition. Neurocomputing, Part A, 175(2016): 674–685.
Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Multi-view Discriminant Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(1)(2016): 188-194.
Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban, and Xilin Chen. A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database. IEEE Transactions on Image Processing, 24(12)(2015): 5967-5981.
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen. Face Recognition on Large-scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning. Pattern Recognition, 48(2015): 3113-3124.
Xiaopeng Hong, Guoying Zhao, Matti Pietikainen, Xilin Chen. Combining LBP Difference and Feature Correlation for Texture Description. IEEE Transactions on Image Processing, 23(6): 2557-2568, 2014
Wen Gao, Tiejun Huang, Cliff Reader, Weibei Dou, Xilin Chen. IEEE Standards for Advanced Audio and Video Coding in Emerging Applications. Computer, 47(5): 81-83, 2014.
Meina Kan, Junting Wu, Shiguang Shan, Xilin Chen. Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace. International Journal of Computer Vision (IJCV), 109(1-2): 94-109, 2014
Hanjie Wang, Jingjing Fu, Yan Lu, Xilin Chen, Shipeng Li. Depth Sensor Assisted Real-time Gesture Recognition for Interactive Presentation. Journal of Visual Communication and Image Representation, 24(8): 1458-1468, 2013.
Hu Han, Shiguang Shan, Xilin Chen, Wen Gao. A comparative study on illumination preprocessing in face recognition. Pattern Recognition, 46(6): 1691 – 1699, 2013.
Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao, Qionghai Dai. A Concatenational Graph Evolution Aging. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(11): 2083-2096, 2012.
Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao, Qionghai Dai. Manifold-Manifold Distance and Its Application to Face Recognition with Image Sets. IEEE Transactions on Image Processing, 21(10): 4466 – 4479, 2012.
Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao. Maximal Linear Embedding for Dimensionality Reduction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(9): 1776-1792, 2011.
Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao. WLD: A Robust Local Image Descriptor. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9): 1705-1720, 2010.
Shufu Xie, Shiguang Shan, Xilin Chen, Jie Chen. Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition. IEEE Transactions on Image Processing, 19(5):1349- 1361, May 2010.
Jinli Suo, Song-Chun Zhu, Shiguang Shan, Xilin Chen, A Compositional and Dynamic Model for Face Aging, IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(3): 385-401, 2010.
Bo Li, Hong Chang, Shiguang Shan, Xilin Chen. Low Resolution Face Recognition via Coupled Locality Preserving Mappings. IEEE Signal Processing Letters, 17(1): 20-23, 2010
Shufu Xie, Shiguang Shan, Xilin Chen, Xin Meng, Wen Gao. Learned local Gabor patterns for face representation and recognition. Signal Processing, 89(12): 2333-2344, 2009
Bo Li, Hong Chang, Shiguang Shan, Xilin Chen. Aligning Coupled Manifolds for Face Hallucination. IEEE Signal Processing Letters, 16(11): 957-960, 2009.
Jie Chen, Xilin Chen, Jie Yang, Shiguang Shan, Ruiping Wang, Wen Gao. Optimization of a training set for more robust face detection. Pattern Recognition, 41(11): 2828-2840, 2009.
Zhiheng Niu, Shiguang Shan, Xilin Chen. Facial Shape Localization Using Probability Gradient Hints. IEEE Signal Processing Letters, 16(10): 897-900, 2009.
Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition, IEEE Transactions on Image Processing, 18(8):1885 - 1896, Aug. 2009.
Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. Head yaw estimation from asymmetry of facial appearance. IEEE Transactions on Systems, Man, and Cybernetics–Part B: Cybernetics, 38(6):1501-1512, 2008.
Wenchao Zhang, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao. Are Gabor phases really useless for face recognition? Pattern Analysis & Applications, May, 2008.
Wen Gao, Bo Cao, Shiguang Shan, Xilin Chen, Delong Zhou, Xiaohua Zhang, Debin Zhao. The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations. IEEE Transactions on System, Man, and Cybernetics, Part A, 38(1): 149-161, 2008.1
Qi Wang, Xilin Chen, Liangguo Zhang, Chunli Wang, and Wen Gao. Viewpoint Invariant Sign Language Recognition. Computer Vision and Image Understanding, 108(1-2): 87-97, Oct.-Nov., 2007.
Xiujuan Chai, Shiguang Shan, Xilin Chen, Wen Gao. Locally Linear Regression for Pose-Invariant Face Recognition. IEEE Transactions on Image Processing, 16(7): 1716-1725, 2007.7.
Baochang Zhang, Shiguang Shang, Xilin Chen, and Wen Gao. Histogram of Gabor Phase Pattern (HGPP): A Novel Object Representation Approach for Face Recognition. IEEE Transactions on Image Processing, 16(1): 57-68, 2007.1.
Hongming Zhang, Wen Gao, Xilin Chen, Debin Zhao. Object Detection Using Spatial Histogram Features. Image and Vision Computing, 24(4): 327-341, 2006.4.
Wen Wu, Xilin Chen, and Jie Yang. Detection of Text on Road Signs from Video. IEEE Transactions on Intelligent Transportation Systems, 6(4): 378-390, 2005.
Rainer Stiefelhagen, Xilin Chen, Jie Yang. Capturing Interactions in Meetings with Omnidirectional Cameras. International Journal of Distance Education Technologies, 3(3): 32-45. 2005.
Xilin Chen, Jie Yang, Jing Zhang, and Alex Waibel. Automatic Detection and Recognition of Signs from Natural Scenes. IEEE Transactions on Image Processing, 13(1): 87-99, 2004.
Jie Yang, Xilin Chen, William Kunz, Harsh Kundra. Face as an Index: Knowing Who Is Who Using a PDA. International Journal of Imaging Systems and Technology, 13(1): 33-41, 2003.
部分国际会议论文
Fang Yin, Xiujuan Chai, Xilin Chen. Iterative Reference Driven Metric Learning for Signer Independent Isolated Sign Language Recognition. European Conference on Computer Vision, (2016): 434-450.
Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen. Deep supervised hashing for fast image retrieval. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), (2016): 2064-2072.
Meina Kan, Shiguang Shan, Xilin Chen. Multi-view Deep Network for Cross-view Classification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), (2016): 4847-4855.
Jie Zhang Meina Kan, Shiguang Shan, Xilin Chen. Occlusion-free Face Alignment: Deep Regression Networks Coupled with De-corrupt Autoencoders. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), (2016): 3428-3437.
Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network. Proceedings of the 15th International Conference on Computer Vision (ICCV), (2015): 3801-3809.
Meina Kan, Shiguang Shan, Xilin Chen. Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. Proceedings of the 15th International Conference on Computer Vision (ICCV), (2015): 3846-3854.
Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen . Two Birds, One Stone: Jointly Learning Binary Code for Large-scale Face Image Retrieval and Attributes Prediction. Proceedings of the 15th International Conference on Computer Vision (ICCV), (2015): 3819-3827.
Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen. A Unified Multiplicative Framework for Attribute Learning. Proceedings of the 15th International Conference on Computer Vision (ICCV), (2015): 2506-2514.
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen. Log-euclidean metric learning on symmetric positive definite manifold with application to image set classification. Proceedings of the 32nd International Conference on Machine Learning (ICML), (2015).
Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen. Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2015): 4758-4767.
Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen. Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets. Proceeedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2015): 2048-2057.
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen. Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2015): 140-149.
Zhen Cui, Hong Chang, Shiguang Shan, and Xilin Chen. Generalized Unsupervised Manifold Alignment. Proceedings of the Neural Information Processing Systems (NIPS), December 8-11, 2014, Montreal, Canada.
Xing Yan, Hong Chang, Shiguang Shan, and Xilin Chen. Modeling Video Dynamics with Deep Dynencoder. Proceedings of the 13th European Conference on Computer Vision (ECCV), LNCS 8692, pp. 215–230, September 6-12, 2014, Zurich, Swiss.
Zhen Cui, Hong Chang, Shiguang Shan, Bineng Zhong, and Xilin Chen. Deep Network Cascade for Image Super-resolution. Proceedings of the 13th European Conference on Computer Vision (ECCV), LNCS 8693, pp. 49–64, September 6-12, 2014, Zurich, Swiss.
Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen. Coarse-to-Fine Auto-encoder Networks (CFAN) for Real-time Face Alignment. Proceedings of the 13th European Conference on Computer Vision (ECCV), LNCS 8690, pp. 1–16, September 6-12, 2014, Zurich, Swiss.
Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen. Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition. Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1749-1756, June 23-28, 2014, Columbus, Ohio.
Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen. Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses. Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1883-1890, June 23-28, 2014, Columbus, Ohio.
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen. Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification. Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1677-1684, June 23-28, 2014, Columbus, Ohio.
Xiaowei Zhao, Shiguang Shan, Xiujuan Chai, Xilin Chen. Cascaded Shape Space Pruning for Robust Facial Landmark Detection. Proceedings of 14th International Conference on Computer Vision (ICCV), Dec. 3-6, 2013, Sydney, Australia.
Zhiwu Huang, Xiaowei Zhao, Shiguang Shan, Ruiping Wang, Xilin Chen. Coupling Alignments with Recognition for Still-to-Video Face Recognition. Proceedings of 14th International Conference on Computer Vision (ICCV), Dec. 3-6, 2013, Sydney, Australia.
Xiujuan Chai, Guang Li, Xilin Chen, Ming Zhou, Guobin Wu, Hanjing Li. VisualComm: A Tool to Support Communication between Deaf and Hearing Persons with the Kinect. Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS).
Deming Zhai, Hong Chang, Yi Zhen, Xianming Liu, Xilin Chen, Wen Gao. Parametric Local Multimodal Hashing for Cross-view Similarity Search. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI). August 3-9, 2013, Beijing, China.
Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen. Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild. Proceedings of the IEEE Computer Society International Conference on Computer Vision and Pattern Recognition (CVPR), June 23-28, 2013, Portland, Oregon, 2013.
Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen, Xilin Chen. Combining Local and Global Correlation for Texture Description. Proceedings of 21st International Conference on Pattern Recognition (ICPR), Nov. 11-15, 2012, Tsukuba, Japan.
Hu Han, Shiguang Shan, Xilin Chen, Shihong Lao, Wen Gao. Separability Oriented Preprocessing for Illumination-invariant Face Recognition. Proceedings of the 12th European Conference on Computer Vision (ECCV), LNCS 7578, pp. 307-320, October 7-13, 2012, Florence, Italy.
Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Multi-view Discriminant Analysis. Proceedings of the 12th European Conference on Computer Vision (ECCV), LNCS 7572, pp. 808-821, October 7-13, 2012, Florence, Italy.
Zhen Cui, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Image Sets Alignment for Video-based Face Recognition. Proceedings of the 25th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 16-21, 2012, Providence, Rhode Island, USA.
Annan Li, Shiguang Shan, Xilin Chen, Wen Gao. Face Recognition Based on Non-Corresponding Region Matching. Proceedings of 13th International Conference on Computer Vision (ICCV), Nov. 6-13, 2011, Barcelona, Spain.
Yuelei Xie, Hong Chang, Zhe Li, Luhong Liang, Xilin Chen, Debin Zhao. A Unified Framework for Locating and Recognizing Human Actions. Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 20-25, 2011, Colorado Springs, CO, USA.
Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen, Wen Gao. Lighting Aware Preprocessing for Face Recognition across Varying Illumination. Proceedings of the 11th European Conference on Computer Vision, pp. 308–321, Sept. 5-11, 2010, Heraklion, Crete, Greece.
Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkila, Wen Gao, Matti Pietikäinen. Spatial-Temporal Granularity-tunable Gradients Partition (STGGP) descriptors for human detection. Proceedings of the 11th European Conference on Computer Vision, pp. 327–340, Sept. 5-11, 2010, Heraklion, Crete, Greece.
Deming Zhai, Hong Chang, Bo Li, Shiguang Shan, Xilin Chen, Wen Gao. Manifold Alignment Via Corresponding Projections. Proceedings of British Machine Vision Conference (BMVC), August 31-September 3, 2010, Aberystwyth, UK.
Qi Wang, Xilin Chen, Wen Gao, Skin Color Weighted Disparity Competition for Hand Segmentation from Stereo Camera, Proceedings of British Machine Vision Conference (BMVC), August 31-September 3, 2010, Aberystwyth, UK.
Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Adaptive Generic Learning for Face Recognition from a Single Sample per Person. Proceedings of the 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2699-2706, June 13-18, 2010, San Francisco, CA, USA
Bo Li, Hong Chang, Shiguang Shan, Xilin Chen, Coupled metric learning for face recognition with degraded images, Advances in Machine Learning - Proceedings of the First Asian Conference on Machine Learning, LNAI, Vol. 5828 pp. 220-233, 2009
Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao, Learning Long Term Face Aging Patterns from Partially Dense Aging Databases, Proceedings of the 12th International Conference on Computer Vision (ICCV2009), Sept. 28-Oct. 2, 2009, Kyoto, Japan.
Deming Zhai, Hong Chang, Bo Li, Shiguang Shan, Xilin Chen and Wen Gao, Semi-Supervised Discriminant Analysis via Spectral Transduction, Proc. of the 20th British Machine Vision Conference, Spet. 7-10, 2009, London, UK
Ruiping Wang, Xilin Chen, Manifold Discriminant Analysis, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA
Annan Li, Shiguang Shan, Xilin Chen, and Wen Gao, Maximizing Intra-individual Correlations for Face Recognition Across Pose Differences, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA
Yazhou Liu, Shiguang Shan, Wenchao Zhang, Xilin Chen, Wen Gao, Granularity-tunable gradients partition (GGP) descriptors for human detection, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA.
Xiaopeng Hong, Hong Chang, Shiguang Shan, Xilin Chen and Wen Gao, Sigma Set: A Small Second Order Statistical Region, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA.
Ruiping Wang, Shiguang Shan, Xilin Chen, and Wen Gao. Manifold-Manifold Distance with Application to Face Recognition based on Image Set. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA (Best Student Poster Award Runner-up)
Yu Su, Shiguang Shan, Xilin Chen, and Wen Gao. Classifiability-Based Optimal Discriminatory Projection Pursuit. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
Shengye Yan, Shiguang Shan, Xilin Chen, and Wen Gao. Locally Assembled Binary (LAB) Feature for Fast and Accurate Face Detection. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen, and Wen Gao. A Robust Descriptor based on Weber’s Law. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen, and Wen Gao. Unified Principal Component Analysis with Generalized Covariance Matrix for Face Recognition. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA.
Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition. Proceedings of the 11th International Conference on Computer Vision (ICCV2007), October 14-20, 2007, Rio de Janeiro, Brazil.
Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Matrix-Structural Learning (MSL) of Cascaded Classifier from Enormous Training Set. IEEE International Conference on Computer Vision and Pattern Recognition, June 18-23, 2007, Minneapolis, MI, USA.
Jinli Suo, Feng Min, SongChun Zhu, Shiguang Shan, Xilin Chen. A Multi-Resolution Dynamic Model for Face Aging Simulation. IEEE International Conference on Computer Vision and Pattern Recognition, June 18-23, 2007, Minneapolis, MI, USA.
Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen, Hongming Zhang, Jianyu Wang. Local Gabor Binary Pattern Histogram Sequence (LGBPHS): a Novel Non-Statistical Model for Face Representation and Recognition. Proceedings of the 10th International Conference on Computer Vision (ICCV), Vol. 1, pp. 786-791, October 15-21, 2005, Beijing, China.
Baochang Zhang, Xilin Chen, Shiguang Shan, Wen Gao. Nonlinear Face Recognition based on Maximum Average Margin Criterion, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2005), Vol. 1, pp. 554-559, June 20-26, 2005, San Diego, CA, USA.
Jianyu Wang, Xilin Chen and Wen Gao. Online Selecting Discriminative Tracking Features using Particle Filter. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2005), Vol. 2: 1036-1041, June 20-26, 2005, San Diego, CA, USA.
Wen Wu, Xilin Chen, Jie Yang. Detection of Text on Road Signs from Video with Application to a Driving Assistant System. Proceedings of the 12th International Conference on Multimedia (ACM MM 2004), pp. 852-859, Oct. 10-16, 2004, New York, NY, USA.
Xilin Chen, Jie Yang, Alex Waibel. Calibration of a Hybrid Camera Network. Proceedings of the 9th International Conference on Computer Vision, pp. 150-155, Oct. 13-16, 2003, Nice, France.
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