Publications
Journal Papers:
[1] Zhenlong Li, Qingshan Liu, Hanqing Lu, and Dimitris N. metaxas, Lennard-Jones Force Field for Geometric Active Contour, to
appear in Signal Processing.
[2] Peng Yang, Qingshan Liu,
and Dimitris N Metaxas, Boosting Encoded Dynamic
Features for Facial Expression Recognition, accepted by Pattern Recognition
Letters.
[3] Jing Liu, Mingjing Li, Qingshan
Liu, Hanqing Lu, and Songde
Ma, Image Annotation via Multi-Graph Learning, accepted by Pattern Recognition.
[4] Xiaofeng Tong, Qingshan
Liu, and Hanqing Lu, Shot Classification in
Broadcast Soccer Video, accepted by Electronic Letters on Computer Vision
and Image Analysis.
[5] Xiaofeng Tong, Qingshan Liu, and
Hanqing Lu, A Survey on Sports Video Analysis,
accepted by Chinese Journal of Computers.
[6]. Qingshan
Liu, Hongliang Jin, Xiaoou
Tang, Hanqing Lu, and Songde
Ma, A New Extension of Kernel Feature and its Application for Visual
Recognition, to appear in NeuroComputing, 2008.
[7]. Jinqiao
Wang, Lingyu Duan, Qingshan Liu, Hanqing
Lu, and Jesse Jin, A Multi-model Segementation and
Representation Scheme for Broadcast Video, IEEE
Trans.on Multimedia，10(3):
393-408, 2008.
[8]. Haifeng
Wang, Qingshan Liu, and Hanqing Lu, An Improved Variable-Size Block-Matching
Algorithm, Multimedia Tools and Applications, 34:221-237, 2007.
[9] 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), No. 4, 2007.
[10]. Qingshan
Liu, Xiaoou Tang, Hanqing
Lu, and Songde Ma, Face Recognition Using Kernel
Scatter- Difference based Discriminant analysis，IEEE Transaction on Neural Networks，17(4):1081-1085, 2006.
[11]. Jian
Cheng, Qingshan Liu, and Hanqing Lu, and Yen-wei Chen,
Ensemble Learning for Independent Component Analysis, Pattern Recognition，39: 81-88,
2006.
[12]. 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.
[13]. Jian
Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen, Supervised kernel locality
preserving projections for face recognition, Neurocomputing,
67(8):443-449, 2005.
[14]. 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.
[15]. Qingshan
Liu, Hanqing Lu, and Songde
Ma, Improving Kernel Fisher Discriminant
Analysis for Face Recognition, IEEE
Transactions on Circuits and Systems for Video Technology, 14(1): 42-49,
2004.
[16]. 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.
[17]. 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.
[18]. Qingshan Liu, Hanqing
Lu, and Songde Ma, A Survey: Subspace Analysis for Face Recognition, Acta
Automatica Sinica (Chinese version), 29(6): 900-911,
2003.
[19]. 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].
Yuchi Huang, Qingshan
Liu, and Dimitris N. Metaxas, Video Object
Segmentation by Hypergraph
Cut, Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2009.
[2]. 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
[3].
Xinyi Cui, Qingshan Liu, and
Dimitris N. Metaxas, Temporal Spectral Residual: Fast
Motion Saliency Detection, ACM Multimedia (MM), 2009.
[4].
Zhenglong Li, Qingshan
Liu, and Hanqing Lu, A Variational Multi-View Learning
Framework and Its Application to Image Segmentation, IEEE Int’l Conf.
Multimedia and Expo (ICME), 2009
[5].
Tinglin Liu, Jing Liu, Qingshan Liu, and Hanqing Lu, Expanded Bag of
Words Representation for Object Classification, IEEE Int'l Conf. Image
Processing (ICIP), 2009.
[6].
Peng Yang, Qingshan
Liu, Dimitris N. Metaxas, Similarity Features for
Facial Event Analysis, European Conf. Computer Vision (ECCV), 2008.
[7].
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.
[8].
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.
[9].
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.
[10].
Zhenglong Li, Qingshan
Liu, and Hanqing Lu, A Variational Inference based
Approach for Image Segmentation, Int’l Conf. Pattern Recognition (ICPR),
2008.
[11].
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.
[12].
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
[13].
Cunxun Zang, Qingshan Liu, Jian
Cheng, and Hanqing Lu,
Human-centered Image Navigation on Mobile Devices, IEEE Int’l Conf. on
Multimedia and Expo (ICME), 2008
[14].
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
[15].
Chunlei Huo, Zhixin
Zhou, Qingshan Liu, Jian
Chen, Hanqing Lu, and Keming Chen, Urban Change
Detection based on Local Features and Multi-scale Fusion, IEEE Int'l
Symposium on Geoscience and
Remote Sensing (GRS) 2008
[16].
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.
[17].
Yuchi Huang, Qingshan
Liu, and Dimitris. N. Metaxas, A Component Based
Deformable Model for Generalized Face Alignment, Int’l Conf. Computer Vision
(ICCV), 2007.
[18].
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 AMFG, 2007.
[19].
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.
[20].
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.
[21].
Jinqiao Wang, Lingyu
Duan, Qingshan
Liu, Hanqing Lu, Robust
Commercial Retrieval in Video Streams. Int’l Conf. Multimedia and Expo
(ICME), 2007.
[22].
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.
[23].
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, Proc. of int’l Conf. Medical Image
Computing And Computer Assisted Intervention (MICCAI) 2007.
[24].
Wang Yan, Qiqi Wang, Qingshan Liu, Hanqing Lu, and Songde Ma, Topology-Preserved Diffusion Distance for
Histogram Comparison, British Machine Vision Conf (BMVC), 2007
[25].
Zhenglong Li, Jian Cheng, Qingshan Liu, and Hanqing Lu, Image Segmentation Using Co-EM
Strategies, Asian Conf. Computer Vision (ACCV), 2007.
[26].
Zhiguo Li, Qingshan Liu, and Dimitris
N. Metaxas, Face Mis-alignment
Analysis by Multiple-instance Subspace, Asian Conf. Computer Vision
(ACCV), 2007.
[27].
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.
[28].
Qingshan Liu, Hongliang Jin, Xiaoou Tang, Hanqing
Lu, and Songde Ma, Boosting
Multi-Gabor Subspaces for Face Recognition, Asian Conference on Computer
Vision (ACCV), 2006.
[29].
Qingshan Liu, Wang Yan, Hanqing Lu, and Songde Ma, Occlusion Robust Face
Recognition with Dynamic Similarity Features, Int’l. Conf. on Pattern
Recognition (ICPR), 2006.
[30].
Wang Yan, Qingshan Liu, Hanqing Lu, and Songde Ma, Multiple Similarities
Based Kernel Subspace Learning for Image Classification, Asian Conference on
Computer Vision (ACCV), 2006.
[31].
Cunxun Zang, Qingshan Liu, Xiaofeng Tong, and Hanqing Lu, A Framework for Providing Adaptive
Sports Video to Mobile Devices, Int’l Conf. on. Mobile Mobimedia Communications, 2006.
[32].
Jing Liu, Qingshan Liu, Jinqiao Wang, Hanqing
Lu, and Songde Ma, Web
Image Mining based on Modeling Concept-Sensitive Salient Regions, Int'l
Conf. on Multimedia & Expo(ICME), 2006.
[33].
Jinqiao Wang, Qingshan
Liu, Jing Liu, and Hanqing
Lu, Logo retrieval with latent semantic analysis, Asia-pacific workshop on
visual information processing(VIP), 2006
[34].
Wang Yan, Qingshan Liu, Hanqing Lu, Songde Ma, Dynamic Similarity Kernel for Visual
Recognition, KES Conference, Lecture Notes in Computer Science , 2006
[35].
Zhenglong Li, Qingshan
Liu, and Hanqing Lu, A
Geometric Active Contour Framework using Multi-Cue and Local Feature, Int’l.
Conf. on Pattern Recognition (ICPR), 2006.
[36].
Zhenglong Li, Qingshan
Liu, and Hanqing Lu, A
Geometric Contour Framework with Vector Field Support, Asian Conf. on
Computer Vision (ACCV), 2006.
[37].
Jia Wang, Haifeng Wang, Qingshan
Liu, and Hanqing Lu,
Automatic moving object segmentation with accurate boundaries, Asian
Conference on Computer Vision (ACCV), 2006.
[38].
Jia Wang, Haifeng Wang, Qingshan
Liu, and Hanqing Lu,
Fast global motion estimation via iterative least-square method, Asian
Conference on Computer Vision(ACCV), 2006.
[39].
Haifeng Wang, Jia Wang, Qingshan
Liu, and Hanqing Lu,
Fast Progressive Model Refinement Global Motion Estimation Algorithm with
Prediction, Int’l Conf. on Multimedia & Expo (ICME), 2006
[40].
Haifeng Wang, Jia Wang, Qingshan
Liu, and Hanqing Lu,
Progressive Model Refinement Global Motion Estimation Algorithm for Video
Coding, Int’l Conf. on Signal Processing (ICSP), 2006
[41]
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.
[42].
Qingshan Liu, Xiaoou Tang, Hongliang
Jin, Hanqing Lu, and Songde Ma, A Nonlinear
Approach For Face Sketch Synthesis and Recognition, Int'l Conf. on
Computer Vision and Pattern Recognition (CVPR), 2005.
[43].
Qingshan Liu, Zhigang Hua,
Cunxun Zang, Xiaofeng Tong, and Hanqing Lu, Providing On-Demand
Sports Video to Mobile Devices, ACM Multimedia (MM), 2005.
[44].
Xiaofeng Tong, Qingshan Liu, Yifan Zhang, Hanqing
Lu, Highlights Ranking for Sports Video Browsing, ACM Multimedia (MM),
2005.
[45].
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.
[46].
Hongliang Jin, Qingshan Liu, Xiaoou Tang, and Hanqing Lu, Learning Local Descriptors for Face
Detection, Int'l Conf. on Multimedia & Expo(ICME), 2005.
[47].
Huiming Guo, Ping Guo,
and Qingshan Liu, Mean Shift-Based Edge
Detection for Color Image, Int'l Conf. on Neural Networks and Brain,
2005.
[48].
Zhigang Hua, Xiangjun
Wang, Qingshan Liu, and Hanqing Lu, Semantic knowledge
extraction and annotation for web images. ACM Conf. on Multimedia (ACM
MM), 2005
[49].
Qingshan Liu, Jian
Cheng, Hanqing Lu, and Songde Ma, Modeling Face
Appearance with Nonlinear Independent Component Analysis, Int'l Conf.
on Automatic Face and Gesture Recognition (FGR), 2004.
[50].
Qingshan Liu, Jian
Cheng, Hanqing Lu, and Songde Ma, Distance Based Kernel
PCA Image Reconstruction, Int'l Conf. on Pattern Recognition (ICPR),
2004.
[51].
Qingshan Liu, Xiaoou Tang, Hanqing
Lu, and Songde Ma,
Kernel Scatter-Difference Based Discriminant
Analysis For Face Recognition, Int'l Conf. on Pattern Recognition(ICPR),
2004.
[52].
Qingshan Liu, Jian
Cheng, Hanqing Lu, Songde Ma, Improving
ICA Performance for Modeling Image Appearance With The Kernel Trick, Int'l
Conf. on Knowledge-Based Intelligent Information & Engineering Systems,
2004.
[53].
Yuchi Huang, Qingshan
Liu, and Hanqing
Lu, A Robust Class-Based Reflectance Rendering for Face Images, Asian
Conf. on Computer Vision (ACCV), 2004.
[54].
Jian Cheng, Qingshan
Liu, Hanqing Lu, and
Yen-wei Chen, Texture
Classification Using Kernel Independent Component Analysis, Int'l
Conf. on Pattern Recognition (ICPR), 2004.
[55].
Jian Cheng, Qingshan
Liu, Hanqing Lu, and Yanwei Chen, A supervised
nonlinear local embedding for face recognition, Int'l Conf. on Image
Processing(ICIP), 2004.
[56].
Jian Cheng, Qingshan Liu, Hanqing Lu, and Yanwei
Chen, Random Independent Subspace For Face Recognition, Int'l Conf. on
Knowledge-Based Intelligent Information & Engineering Systems, 2004.
[57].
Hongliang Jin, Qingshan Liu, Hanqing Lu, and XiaoFeng Tong, Face Detection Using Improved
LBP Under Bayesian Framework, Int'l Conf. on Image and Graphics (ICIG),
2004.
[58].
Feng Liu, Qinshan Liu, and Hanqing Lu, Robust Color-based
Tracking, Int'l Conf. on Image and Graphics (ICIG), 2004.
[59].
Xiaofeng Tong, Hanqing Lu, and Qingshan Liu, An Effective and Fast
Soccer Ball Detection and Tracking Method, Int'l Conf. on Pattern
Recognition (ICPR), 2004.
[60].
Jia Wang, Hanqing Lu, and Qingshan Liu, Tensor Voting Toward
Feature Space Analysis, Int'l Conf. on Pattern Recognition (ICPR),
2004.
[61].
Jia Wang, Hanqing Lu, and Qingshan Liu, Moving Object
Segmentation Using Graph Cuts, Int'l Conf. on Signal Processing (ICSP),
2004.
[62].
Jia Wang, Hanqing Lu, and Qingshan Liu, A Fast Region Merging
Algorithm For Watershed Segmentation, Int'l Conf. on Signal Processing
(ICSP), 2004.
[63].
Xiaofeng Tong, Hanqing Lu, and Qingshan Liu, A Three-Layer Event Detection
Framework and Its Application in Soccer Video, Int'l Conf. on
Multimedia & Expo (ICME), 2004.
[64].
Xiaofeng Tong, Hanqing Lu, Qingshan
Liu, and Hongliang Jin,
Replay Detection in Broadcasting Sports Videos, Int'l Conf. on Image
and Graphics (ICIG), 2004.
[65].
Qingshan Liu, Songde Ma, and Hanqing Lu, Head tracking based on histogram and
shape model in gray image sequences, Asian Conf. on Computer Vision (ACCV),
2002.
[66].
Qingshan Liu, Rui
Huang, Hanqing Lu, and Songde Ma, Face Recognition
Using Kernel Based Fisher Discriminant
Analysis, Int'l Conf. on Automatic Face and Gesture Recognition (FGR),
2002.
[67].
Qingshan Liu, Rui
Huang, Hanqing Lu, and Songde Ma, Kernel Based
Optimized Feature Vectors Selection and Discriminant
Analysis for Face Recognition, Int'l Conf. on Pattern
Recognition (ICPR), 2002.
[68].
Rui Huang, Qingshan
Liu, Hanqing Lu, and Songde Ma, Solving the Small
Sample Size Problem of LDA, Int'l Conf. on Pattern Recognition (ICPR),
2002.
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