Publications


Journal Papers

 

[1]. Yuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong, and Dimitris. N. Metaxas, Unsupervised Image Categorization by Hypergraph Partition, IEEE Trans. on Pattern Analysis and Machine Intelligence, 6(33): 1266-1273, 2011.

[2]. Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, and Leon Axel, Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Non-Tracking Based Strain Estimation and Spatio-Temporal Tensor Analysis, Accepted by IEEE Trans. on Medical Imaging, 2011.

[3]. Qingshan Liu, Yuchi Huang, and Dimitris. N. Metaxas, Hypergraph with Sampling for Image Retrieval, Pattern Recognition, 10(44): 2255-2262, 2011.

[4]. Yuchi Huang, Qingshan Liu, and Dimitris. N. Metaxas, A Component Based Framework for Generalized Face Alignment, IEEE Trans. on System, Man, and Cybernetics, Part B, 41(1):287-298, 2011.

[5]. Peng Yang, Qingshan Liu, and Dimitris. N. Metaxas, Dynamic Soft Encoded Patterns for Facial Event Analysis, Computer Vision and Image Understanding, 115(3):456-465, 2011.

[6]. Zhenlong Li, Qingshan Liu, Hanqing Lu, and Dimitris N. metaxas, Lennard-Jones Force Field for Geometric Active Contour, Signal Processing, 90(4):1249-1266, 2010.

[7]. Peng Yang, Qingshan Liu, and Dimitris N Metaxas, Boosting Encoded Dynamic Features for Facial Expression Recognition, Pattern Recognition Letters, 30(2): 132-139, 2009.

[8]  Jing Liu, Mingjing Li, Qingshan Liu, Hanqing Lu, and Songde Ma, Image Annotation via Multi-Graph Learning, Pattern Recognition, 42(2): 218-228, 2009.

[9]  Jinqiao Wang, Lingyu Duan, Qingshan Liu, Hanqing Lu, and Jesse Jin, A Multi-model Segementation and Representation Scheme for Broadcast Video, IEEE Trans. on Multimedia10(3): 393-408, 2008.

[10] Qingshan Liu, Hongliang Jin, Xiaoou Tang, Hanqing Lu, and Songde Ma, A New Extension of Kernel Feature and its Application for Visual Recognition, NeuroComputing, 71(10-12): 1850-1856, 2008. 

[11]  Xiaofeng Tong, Qingshan Liu, and Hanqing Lu, Shot Classification in Broadcast Soccer Video, Electronic Letters on Computer Vision and Image Analysis, 7(1): 16-25, 2008.

[12]  Xiaofeng Tong, Qingshan Liu, and Hanqing Lu, A Survey on Sports Video Analysis, Chinese Journal of Computers (Chinese Version), 7:1242-1251, 2008.

[13]. Haifeng Wang, Qingshan Liu, and Hanqing Lu, An Improved Variable-Size Block-Matching Algorithm, Multimedia Tools and Applications, 34:221-237, 2007.

[14] Chunlei Huo, Zhixin Zhou, Qingshan Liu, and Hanqing Lu, Remote Sensing Image Registration Based on SIFT and the Distance between Generalized Tight Pair-wise Prototypes, Remote Sensing Technology and Applications (Chinese Version), 22(4): 524-530, 2007.

[15]. Qingshan Liu, Xiaoou Tang, Hanqing Lu, and Songde Ma, Face Recognition Using Kernel Scatter- Difference based Discriminant analysisIEEE Trans. on Neural Networks17(4):1081-1085, 2006. 

[16]. Jian Cheng, Qingshan Liu, and Hanqing Lu, and Yen-wei Chen, Ensemble Learning for Independent Component Analysis, Pattern Recognition39: 81-88, 2006. 

[17]. Jia Wang, Hanqing Lu, Qingshan Liu, and Haifeng Wang, Fast Global Motion Estimation Based on 3-Parameter Global Motion Model, The Chinese Journal of Computers (Chinese Version), 2006.

[18]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen, Supervised kernel locality preserving projections for face recognition,  Neurocomputing, 67(8):443-449, 2005.

[19]. Xiaofeng Tong, Qingshan Liu, Hanqing Lu, and Hongliang Jin, Semantic Units Based Event Detection in Soccer Videos, Acta Automatica Sinica, 31(4): 523-529, 2005.

[20]. Qingshan Liu, Hanqing Lu, and Songde Ma,  Improving Kernel Fisher Discriminant Analysis for Face Recognition,  IEEE Trans. on Circuits and Systems for Video Technology, 14(1): 42-49, 2004.

[21]. Qingshan Liu, Rui Huang, Hanqing Lu, and Songde Ma,  Kernel based Nonlinear Discriminant Analysis for Face Recognition,  Journal of Computer Science and Technology, 18(6): 788-795, 2003.

[22]. Qingshan Liu, Hanqing Lu, and Songde Ma, A Non-parameter Bayesian Classifier for Face Recognition,  The Chinese Journal of Electronic (English Editor), 20(5): 362-370, 2003.

[23]. Qingshan Liu, Hanqing Lu, and Songde Ma,  A Survey: Subspace Analysis for Face Recognition,  Acta Automatica Sinica (Chinese version), 29(6): 900-911, 2003.

[24]. Qingshan Liu, Songde Ma, and HanqingLu, Head tracking using shape and adaptive color histogram matching, Journal of Computer Science and Technology, 17(6): 859-864, 2002.

 

Editorials

 

[1]. Qingshan Liu, Xuelong Li, Ahmed Elgammal, Xian-sheng Hua, Dong Xu, and Dacheng Tao, Introduction to the Special Issue on Video Analysis, Computer Vision and Image Understanding, 113(3): 317-318, 2009

[2]. Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, and Xuelong Li, Introduction to the Special Issue on Video-based Object and Event Analysis, Pattern Recognition letters, 30(2):87, 2009

 

International Conference Papers

 

[1]. Xinyi Cui, Qingshan Liu, Mingchun Gao, and Dimitris N. Metaxas, Abnormal Detection Using Interaction Energy Potential, Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2011.

[2].  Shizhi Chen, Yingli Tian, Qingshan Liu, and Dimitris N. Metaxas, Segment and Recognize Expression Phase by Fusion of Motion Area and Neutral Divergence Features, Int'l Conf. Face and Gesture Recognition (FGR), 2011.

[3].  Yuchi Huang, Qingshan Liu, Shaoting Zhang, and Dimitris N. Metaxas, Image Retrieval via Probabilistic Hypergraph Ranking. Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2010.

[4].  Peng Yang, Qingshan Liu, and Dimitris N. Metaxas, Exploring Facial Expression with Compositional Features, Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2010.

[5].  Qingshan Liu, Zhen Qian, Idean Marvasty, Sarah Rinehart, Szilard Voros, and Dimitris N. Metaxas, Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines, Int’l conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010.

[6]. Yuchi Huang, Qingshan Liu, and Dimitris N. Metaxas, Video Object Segmentation by Hypergraph Cut,  Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2009.

[7]. Peng Yang, Qingshan Liu, and Dimitris N. Metaxas, RankBoost with l1  Regularization for Facial Expression Recognition and Intensity Estimation, Int’l Conf. on Computer Vision (ICCV), 2009

[8]. Xinyi Cui, Qingshan Liu, and Dimitris N. Metaxas, Temporal Spectral Residual: Fast Motion Saliency Detection, ACM Conf. Multimedia (MM), 2009.

[9]. Zhenglong Li, Qingshan Liu, and Hanqing Lu, A Variational Multi-View Learning Framework and Its Application to Image Segmentation, Int’l Conf. Multimedia and Expo (ICME), 2009

[10]. Tinglin Liu, Jing Liu, Qingshan Liu, and Hanqing Lu, Expanded Bag of Words Representation for Object Classification, Int'l Conf. Image Processing (ICIP), 2009.

[11]. Peng Yang, Qingshan Liu, Dimitris N. Metaxas, Similarity Features for Facial Event Analysis, European Conf. Computer Vision (ECCV), 2008.

[12]. Peng Yang, Qingshan Liu, Xinyi Cui, and Dimitris N. Metaxas, Facial Expression Recognition Based on Dynamic Binary Patterns, Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2008.

[13]. Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, and Leon Axel, Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-Temporal Tensor Analysis, Int’l Conf. Medical Image Computing And Computer Assisted Intervention (MICCAI) 2008.

[14]. Zhenglong Li, Qingshan Liu, Hanqing Lu, and Dimitris N. Metaxas, Lennard-Jones Force Field for Geometric Active Contour, Int’l Conf. Pattern Recognition (ICPR), 2008.

[15]. Zhenglong Li, Qingshan Liu, and Hanqing Lu, A Variational Inference based Approach for Image Segmentation, Int’l Conf. Pattern Recognition (ICPR), 2008.

[16]. Jinghao Zhou, Sukmoon Chang, Qingshan Liu, Vasilios Boronikolas, Panayotis Thanos, and Dimitris N. Metaxas, A Novel Learning Based Segmentaion Methods for Rodent Brain Strutures from MR Studies, Int'l Symposium on Biomedical Imaging (ISBI), 2008.

[17]. Jinghao Zhou, Sukmoon Chang, Qingshan Liu, Dimitris N. Metaxas, et al. Automatic Detection and Segmentation of Large Lung Lesions from Chest CT Images, Int’l conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop on Pulmonary Image Analysis (PIA), 2008

[18]. Cunxun Zang, Qingshan Liu, Jian Cheng, and Hanqing Lu, Human-centered Image Navigation on Mobile Devices, Int’l Conf. on Multimedia and Expo (ICME), 2008

[19]. Qingshan Liu and Dimitris. N. Metaxas. Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification. Lecture Notes on Emerging Trends in Visual Computing (ETVC), 2008

[20]. Chunlei Huo, Zhixin Zhou, Qingshan Liu, Jian Chen, Hanqing Lu, and Keming Chen, Urban Change Detection based on Local Features and Multi-scale Fusion, Int'l Symposium on Geoscience and Remote Sensing (GRS) 2008

[21]. Peng Yang, Qingshan Liu, and Dimitris. N. Metaxas, Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition, Int’l Conf. Computer Vision and Pattern Recognition (CVPR), 2007.

[22]. Yuchi Huang, Qingshan Liu, and Dimitris. N. Metaxas, A Component Based Deformable Model for Generalized Face Alignment, Int’l Conf. Computer Vision (ICCV), 2007.

[23]. Qingshan Liu and Dimitris. N. Metaxas, A Unified Framework of Subspace and Distance Metric Learning for Face Recognition, Int’l Conf. Computer Vision Workshop on Analysis and Modeling of Face and Gesture (AMFG), 2007.

[24]. Cunxun Zang, Qingshan Liu, Hanqing Lu, and Kongqiao Wang. A New Multimedia Message Customizing Framework for Mobile Devices, Int’l Conf. Multimedia And Expo (ICME), 2007.

[25]. Jinqiao Wang, Qingshan Liu, Lingyu Duan, Hanqing Lu, and Changsheng Xu, Automatic TV Logo Detection, Tracking, and Removal in Broadcast Video, Int’l Conf. Multimedia Modeling (MMM), 2007.

[26]. Jinqiao Wang, Lingyu Duan, Qingshan Liu, Hanqing Lu, Robust Commercial Retrieval in Video Streams. Int’l Conf. Multimedia and Expo (ICME), 2007.

[27]. Jing Liu, Mingjing Li, Qingshan Liu, Jian Cheng, Hanqing Lu, and Songde Ma, Image Annotation Refinement Using NSC-based Word Correlation, Int’l Conf. Multimedia And Expo (ICME), 2007.

[28]. Sukmoon Chang, Jinghao Zhou, Qingshan Liu, Dimitris N. Metaxas, ect, Registration of Lung Tissue between Fluoroscope and CT Images: Determination of Beam Gaiting Parameters in Radiotherapy, Int’l Conf. Medical Image Computing And Computer Assisted Intervention (MICCAI) 2007.

[29]. Wang Yan, Qiqi Wang, Qingshan Liu, Hanqing Lu, and Songde Ma, Topology-Preserved Diffusion Distance for Histogram Comparison, British Machine Vision Conf (BMVC), 2007

[30]. Zhenglong Li, Jian Cheng, Qingshan Liu, and Hanqing Lu, Image Segmentation Using Co-EM Strategies, Asian Conf. Computer Vision (ACCV), 2007.

[31]. Zhiguo Li, Qingshan Liu, and Dimitris N. Metaxas, Face Mis-alignment Analysis by Multiple-instance Subspace, Asian Conf. Computer Vision (ACCV), 2007.

[32]. Yifan Zhang, Qingshan Liu, Jian Cheng, Hanqing Lu, Multimodal based highlight detection in broadcast soccer video, Asia-Pacific Workshop on Visual Information Processing (VIP 2007), 2007.

[33]. Qingshan Liu, Hongliang Jin, Xiaoou Tang, Hanqing Lu, and Songde Ma, Boosting Multi-Gabor Subspaces for Face Recognition, Asian Conf. Computer Vision (ACCV), 2006.

[34]. Qingshan Liu, Wang Yan, Hanqing Lu, and Songde Ma, Occlusion Robust Face Recognition with Dynamic Similarity Features, Int’l. Conf. Pattern Recognition (ICPR), 2006.

[35]. Wang Yan, Qingshan Liu, Hanqing Lu, and Songde Ma, Multiple Similarities Based Kernel Subspace Learning for Image Classification, Asian Conf. Computer Vision (ACCV), 2006.

[36]. Cunxun Zang,  Qingshan Liu,  Xiaofeng Tong, and  Hanqing Lu, A Framework for Providing Adaptive Sports Video to Mobile Devices, Int’l Conf. Mobile Mobimedia Communications, 2006.

[37]. Jing Liu, Qingshan Liu, Jinqiao Wang, Hanqing Lu, and Songde Ma, Web Image Mining based on Modeling Concept-Sensitive Salient Regions, Int'l Conf. Multimedia & Expo(ICME), 2006.

[38]. Jinqiao Wang, Qingshan Liu, Jing Liu, and Hanqing Lu, Logo retrieval with latent semantic analysis, Asia-pacific workshop on visual information processing(VIP), 2006

[39]. Wang Yan, Qingshan Liu, Hanqing Lu, Songde Ma, Dynamic Similarity Kernel for Visual Recognition, KES Conf. Lecture Notes in Computer Science , 2006

[40]. Zhenglong Li, Qingshan Liu, and Hanqing Lu, A Geometric Active Contour Framework using Multi-Cue and Local Feature, Int’l. Conf. Pattern Recognition (ICPR), 2006.

[41]. Zhenglong Li, Qingshan Liu, and Hanqing Lu, A Geometric Contour Framework with Vector Field Support, Asian Conf. Computer Vision (ACCV), 2006.

[42]. Jia Wang, Haifeng Wang, Qingshan Liu, and Hanqing Lu, Automatic moving object segmentation with accurate boundaries, Asian Conf. Computer Vision (ACCV), 2006.

[43]. Jia Wang, Haifeng Wang, Qingshan Liu, and Hanqing Lu, Fast global motion estimation via iterative least-square method, Asian Conf. Computer Vision(ACCV), 2006.

[44]. Haifeng Wang, Jia Wang, Qingshan Liu, and Hanqing Lu, Fast Progressive Model Refinement Global Motion Estimation Algorithm with Prediction, Int’l Conf. Multimedia & Expo (ICME), 2006

[45]. Haifeng Wang, Jia Wang, Qingshan Liu, and Hanqing Lu, Progressive Model Refinement Global Motion Estimation Algorithm for Video Coding, Int’l Conf. Signal Processing (ICSP), 2006

[46] Jing Liu, Mingjing Li, Weiying Ma, Qingshan Liu, and Hanqing Lu, An Adaptive Graph Model for Automatic Image Annotation, ACM Workshop on Multimedia Information Retrieval (MIR), 2006.

[47]. Qingshan Liu, Xiaoou Tang, Hongliang Jin, Hanqing Lu, and Songde Ma,  A Nonlinear Approach For Face Sketch Synthesis and Recognition,  Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2005.

[48]. Qingshan Liu, Zhigang Hua, Cunxun Zang, Xiaofeng Tong, and Hanqing Lu, Providing On-Demand Sports Video to Mobile Devices, ACM Conf. Multimedia (MM), 2005.

[49]. Xiaofeng Tong, Qingshan Liu, Yifan Zhang, Hanqing Lu, Highlights Ranking for Sports Video Browsing, ACM Conf. Multimedia (MM), 2005.

[50]. Xiaofeng Tong, Qingshan Liu, Lingyu Duan, Hanqing Lu, Changsheng Xu, and Qi Tian, A Unified Framework for Semantic Shot Representation of Sports Video, ACM Workshop on Multimedia Information Retrieval (MIR), 2005.

[51]. Hongliang Jin, Qingshan Liu, Xiaoou Tang, and Hanqing Lu, Learning Local Descriptors for Face Detection,  Int'l Conf. Multimedia & Expo(ICME), 2005.

[52]. Huiming Guo, Ping Guo, and Qingshan Liu, Mean Shift-Based Edge Detection for Color Image,  Int'l Conf. Neural Networks and Brain, 2005.

[53]. Zhigang Hua, Xiangjun Wang, Qingshan Liu, and Hanqing Lu, Semantic knowledge extraction and annotation for web images. ACM Conf. Multimedia (MM), 2005

[54]. Qingshan Liu, Jian Cheng, Hanqing Lu, and Songde Ma, Modeling Face Appearance with Nonlinear Independent Component Analysis,  Int'l Conf. Automatic Face and Gesture Recognition (FGR), 2004.

[55]. Qingshan Liu, Jian Cheng, Hanqing Lu, and Songde Ma, Distance Based Kernel PCA Image Reconstruction,   Int'l Conf. Pattern Recognition (ICPR), 2004.

[56]. Qingshan Liu, Xiaoou Tang, Hanqing Lu, and Songde Ma,  Kernel Scatter-Difference Based Discriminant Analysis For Face Recognition,  Int'l Conf. Pattern Recognition (ICPR), 2004.

[57]. Qingshan Liu, Jian Cheng, Hanqing Lu, Songde Ma, Improving ICA Performance for Modeling Image Appearance With The Kernel Trick,  Int'l Conf. Knowledge-Based Intelligent Information & Engineering Systems, 2004.  

[58]. Yuchi Huang, Qingshan Liu, and Hanqing Lu,  A Robust Class-Based Reflectance Rendering for Face ImagesAsian Conf. Computer Vision (ACCV), 2004.

[59]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-wei Chen,  Texture Classification Using Kernel Independent Component Analysis,  Int'l Conf. Pattern Recognition (ICPR), 2004.  

[60]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yanwei Chen,  A supervised nonlinear local embedding for face recognition,  Int'l Conf. Image Processing(ICIP), 2004.  

[61]. Jian Cheng, Qingshan Liu, Hanqing Lu, and Yanwei Chen,  Random Independent Subspace For Face Recognition, Int'l Conf. Knowledge-Based Intelligent Information & Engineering Systems, 2004.  

[62]. Hongliang Jin, Qingshan Liu, Hanqing Lu, and XiaoFeng Tong,  Face Detection Using Improved LBP Under Bayesian Framework,  Int'l Conf. Image and Graphics (ICIG), 2004.  

[63]. Feng Liu, Qinshan Liu, and Hanqing Lu, Robust Color-based Tracking, Int'l Conf. Image and Graphics (ICIG), 2004.  

[64]. Xiaofeng Tong, Hanqing Lu, and Qingshan Liu,  An Effective and Fast Soccer Ball Detection and Tracking Method,  Int'l Conf. Pattern Recognition (ICPR), 2004.  

[65]. Jia Wang, Hanqing Lu, and Qingshan Liu,  Tensor Voting Toward Feature Space Analysis,  Int'l Conf. Pattern Recognition (ICPR), 2004.

[66]. Jia Wang, Hanqing Lu, and Qingshan Liu,  Moving Object Segmentation Using Graph Cuts,  Int'l Conf. Signal Processing (ICSP), 2004.

[67]. Jia Wang, Hanqing Lu, and Qingshan Liu,  A Fast Region Merging Algorithm For Watershed Segmentation,  Int'l Conf. Signal Processing (ICSP), 2004.

[68]. Xiaofeng Tong, Hanqing Lu, and Qingshan Liu, A Three-Layer Event Detection Framework and Its Application in Soccer Video,  Int'l Conf. Multimedia & Expo (ICME), 2004.

[69]. Xiaofeng Tong, Hanqing Lu, Qingshan Liu, and Hongliang Jin, Replay Detection in Broadcasting Sports Videos,  Int'l Conf. Image and Graphics (ICIG), 2004.

[70]. Qingshan Liu, Songde Ma, and Hanqing Lu, Head tracking based on histogram and shape model in gray image sequences,  Asian Conf. Computer Vision (ACCV), 2002.

[71]. Qingshan Liu, Rui Huang, Hanqing Lu, and Songde Ma,  Face Recognition Using Kernel Based Fisher Discriminant Analysis,  Int'l Conf. Automatic Face and Gesture Recognition (FGR),  2002.

[72]. Qingshan Liu, Rui Huang, Hanqing Lu, and Songde Ma,  Kernel Based Optimized Feature Vectors Selection and Discriminant Analysis for Face Recognition,   Int'l Conf. Pattern Recognition (ICPR), 2002.

[73]. Rui Huang, Qingshan Liu, Hanqing Lu, and Songde Ma, Solving the Small Sample Size Problem of LDA,  Int'l Conf. Pattern Recognition (ICPR),  2002.

 

Patents

 

[1].  Kongqiang Wang, Takala, Roope, Yikai Fang, Hanqing Lu, and Qingshan Liu. Improved User Interface. International Patent Public No: WO/2008/038096

[2].  Hanqing Lu, Hongliang Jin, and Qingshan Liu. A fast face detection method based on local descriptor. Chinese Patent No: 200610073171.2

[3]. Hanqing Lu, Haifeng Wang, and Qingshan Liu. A Fast Variable-size Block Matching Method with Minimum Errors, Chinese Patent No: 200610007814.3


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