Title Pattern recognition : Chinese Conference, CCPR 2012, Beijing, China, September 24-26, 2012. Proceedings / Cheng-Lin Liu, Changshui Zhang, Liang Wang (eds.)

Published Berlin ; New York : Springer, ©2012

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Description 1 online resource Series Communications in computer and information science, 1865-0929 ; 321 Communications in computer and information science ; 321. Contents Part 1. Section I: Pattern Recognition Theory -- Enhanced Iterative Projection for Subclass Analysis under EM Framework / Yuting Tao and Jian Yang -- Efficient Group Learning with Hypergraph Partition in Multi-task Learning / Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You and Yu Liu, et al. -- Grassmannian Manifolds Discriminant Analysis Based on Low-Rank Representation for Image Set Matching / Xuan Lv, Gang Chen, Zhicheng Wang, Yufei Chen and Weidong Zhao -- Neighborhood Structure Preserving Ridge Regression for Dimensionality Reduction / Xin Shu and Hongtao Lu -- Qualitative Graphical Inference with Enhanced Knowledge Fusion / Zehua Zhang, Duoqian Miao, Jin Qian and Lei Wang -- Random Walk Classifier Framework on Graph / Xiaohua Xu, Lin Lu, Ping He, Zhoujin Pan and Ling Chen -- Multiple Kernel Sparse Representation Based Classification / Hao Zheng, Fan Liu and Zhong Jin -- Sparsity Preserving Canonical Correlation Analysis / Chen Zu and Daoqiang Zhang -- Determining Reservoir Topologies from Short-Term Memory in Echo State Networks / Qianli Ma and Weibiao Chen -- Constructing Class Hierarchy via Adaptive Kernel Learning / Yanting Lu, Jianfeng Lu, Liantao Wang and Jingyu Yang -- Iterative Laplacian Score for Feature Selection / Linling Zhu, Linsong Miao and Daoqiang Zhang -- Robust Sparse PCA via Weighted Elastic Net / Ling Wang and Hong Cheng -- An Improved Self-organization Antibody Network for Pattern Recognition and Its Performance Study / Jinsha Yuan, Liwei Zhang, Cuiran Zhao, Zhong Li and Yinghui Zhang Part 2. Section II: Computer Vision -- Learning the Three Factors of a Non-overlapping Multi-camera Network Topology / Xiaotang Chen, Kaiqi Huang and Tieniu Tan -- Efficient Stereo Matching by Local Linear Filtering and Improved Dynamic Programming / Fang Zhou, Jianhua Li and Shuping Zhao -- Adaptive Vector Flow for Active Contour Model / Qi Zhang, Lixiong Liu and Bao Liu -- Fast Action Detection with One Query Example Based on Hough Voting / Lishen Pei and Mao Ye -- Violence Video Detection by Discriminative Slow Feature Analysis / Kaiye Wang, Zhang Zhang and Liang Wang -- A Coutour Detection Model Based on Surround Inhibition with Multiple Cues / Kaifu Yang and Yongjie Li -- Articulated Human Motion Tracking by Sequential Annealed Particle Swarm Optimization / Yi Li and Zhengxing Sun -- Ground Plane Rectification Based on Rich Line Representation of Vehicle in Surveillance / Zhao Liu, Zhaoxiang Zhang, Yunhong Wang, Xiaolong Li and Chao Wang -- An Algorithm Based on Augmented Lagrangian Method for Generalized Gradient Vector Flow Computation / Dongwei Ren, Wangmeng Zuo, Xiaofei Zhao, Hongzhi Zhang and David Zhang -- Predictive Video Saliency Detection / Qian Li, Shifeng Chen and Beiwei Zhang -- Highly Accurate Estimation of Sub-pixel Motion Using Phase Correlation / Yinghuai Yu and Jinrong Wang -- A Novel Framework of Motion Error Evaluation and Correction for Monocular Microscopic Visual System / Binbin Zhai, Sheng Liu, Haiqiang Jin and Xin Wang -- People in Seats Counting via Seat Detection for Meeting Surveillance / Hongyu Liang, Jinchen Wu and Kaiqi Huang -- Background Subtraction Method Based on Block-Wise Mixture Models / Yan Zhang and Linkai Luo -- Illegal Video Surveillance on Satellite / Meiying Wei, Chen Li and Dayong Luo -- A Modified Selective Attention Model for Salient Region Detection in Real Scenes / Shuyan Li and Yongjie Li -- Object Detection Based on Several Samples with Trained Hough Spaces / Pei Xu, Mao Ye, Min Fu and Xudong Li Part 3. Section III: Biometric Recognition -- Facial Age Estimation by Conditional Probability Neural Network / Chao Yin and Xin Geng -- Depth-Assisted Face Detection and Association for People Counting / Guangyu Zhao, Huaping Liu, Lianzhi Yu, Bin Wang and Fuchun Sun -- Structure Sparsity for Multi-camera Gait Recognition / Qiyue Yin, Rong Sun, Liang Wang and Ran He -- Lighting Coefficients Transfer Based Face Illumination Normalization / Yuelong Li, Li Meng and Jufu Feng -- Collaborative Representation Based Projections for Face Recognition / Wankou Yang, Changyin Sun, Qingshan Liu and Karl Ricanek -- Face and Gait Recognition Based on Semi-supervised Learning / Qiuhong Yu, Yilong Yin, Gongping Yang, Yanbing Ning and Yanan Li -- Encode Locally, Discriminate Holistically: A Method Extracting Multi-resolution Features for Facial Age Estimation / Shenglan Ben, Jie Ma, Zhong Jin and Jingyu Yang -- A Novel Fingerprint Enhancement Algorithm Using Curve Mask / Xuzhou Li, Liming Zhang and Yilong Yin -- An Efficient Fingerprint Ridge Distance Estimation Using Typical Image Blocks / Xuzhou Li, Dong Yang and Yilong Yin -- Face Recognition Using Nonlinear Partial Least Squares in Reproducing Kernel Hilbert Space / Ye-Gang Hu, Chuan-Xian Ren, Yun-Fei Yao, Wan-Yi Li and Feng-Wang -- Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement / Zhao-Rong Lai, Dao-Qing Dai and Chuan-Xian Ren -- Learning with Multiple Orientations and Scales for Face Recognition / Chuan-Xian Ren, Dao-Qing Dai and Zhao-Rong Lai -- Discriminative Locality Preserving Canonical Correlation Analysis / Xiang Zhang, Naiyang Guan, Zhigang Luo and Long Lan Part 4. Section IV: Medical Imaging -- A Hybrid Point-Sets Clustering Approach to Identification of Resting State Functional Network / Can Feng, Tianming Liu, Liang Xiao and Zhihui Wei -- A Novel Cell Segmentation, Tracking and Dynamic Analysis Method in Time-Lapse Microscopy Based on Cell Local Graph Structure and Motion Features / Chen Zhu, Qiu Guan and Shengyong Chen -- Cancerous Lesion Detection from Nevoscope Skin Surface Images via Parametric Color Clustering / Nikhil J. Dhinagar, Ivan Glasgo, Mehmet Celenk and Mehmet A. Akinlar -- A Medical Image Clear Vision Technique for Soft Copy Reading / Huiqin Jiang, Wenxing Li, Zhongyong Wang, Yumin Liu and Ling Ma -- Brain MR Image Segmentation and Bias Field Correction through Class-K HMRF Model and EM Algorithm / Zexuan Ji and Quansen Sun -- Blood Bifurcation Structure and Global to Local Strategy Based Retinal Image Registration / Ben Shen, Dongbo Zhang and Yinghui Peng -- Accurate Non-rigid Object Segmentation in Medical Images by Fusing Statistical Features with Structural Features / Suhuai Luo, Jiaming Li and Sarath Seneviratne -- Mil-Cand: An Improved Framework for Computer Aided Nodule Detection Based on Multiple Instance Learning / Su-Yang An, Jun Feng, Zhan Li, Yan-Yan Han and Qiu-Ping Wang, et al. -- A Retinal Mechanism Based Color Constancy Model / Shaobing Gao and Yongjie Li Part 5. Section V: Image and Video Analysis -- Color Constancy under Mixed Illuminants Using Image Segmentation and Fuzzy C-Means / Xiangkun Zhao and Jian Yu -- Blind Detection of Copy-Move Forgery Based on Multi-Scale Autoconvolution Invariants / Tao Wang, Jin Tang, Wei Zhao, Qin Xu and Bin Luo -- Kernel L1 Graph for Image Analysis / Liang Xiao, Bin Dai, Yuqiang Fang and Tao Wu -- No-Reference Image Quality Metric Based on Visual Quality Saliency / Zhaowei Cai, Qi Zhang and Longyin Wen -- Single Image Dehazing Using Dark Channel Prior and Adjacent Region Similarity / Cong Feng, Feipeng Da and Chenxing Wang -- Semi-Supervised Sparse Label Fusion for Multi-atlas Based Segmentation / Qimiao Guo and Daoqiang Zhang -- A Quantum Image Encryption Algorithm Based on Quantum Image Geometric Transformations / Ri-Gui Zhou, Qian Wu, Man-Qun Zhang and Chen-Yi Shen -- Integration of Adaptive CFA Demosaicking with Bad Pixel Removal / Jim S. Jimmy Li and Sharmil Randhawa -- Color Image Restoration via Extended Joint Sparse Model / Jie Luo, Bin Yang and Zhongze Chen -- Automatic Image Tagging by Multiple Feature Tag Relevance Learning / Feng Tian, Xu-Kun Shen, Fu-Hua Shang and Kai Zhou Part 6. Section VI: Document Analysis -- Text/Non-text Classification in Online Handwritten Documents with Conditional Random Fields / Adrien Delaye and Cheng-Lin Liu -- Text Location for Scene Image with Inherent Features / Qiaoyu Sun and Yue Lu -- An Effective Character Separation Method for Online Cursive Uyghur Handwriting / Mayire Ibrahim, Heng Zhang, Cheng-Lin Liu and Askar Hamdulla -- A Method for Printed Uyghur Character Segmentation / Halmurat Mamat and Chen Xiaojiao -- Effects on Accuracy of Uyghur Handwritten Signature Recognition / Kurban Ubul, Andy Adler and Nurbiya Yadikar Part 7. Section VII: Speech Processing -- Latent Topic Model Based on Gaussian-LDA for Audio Retrieval / Pengfei Hu, Wenju Liu, Wei Jiang and Zhanlei Yang -- Monaural Voiced Speech Separation with Multipitch Tracking / Wei Jiang, Pengfei Hu, Shan Liang, Wenju Liu and Zhanlei Yang -- Automatic Prosodic Events Detection Using a Two-Stage SVM/CRF Sequence Classifier with Acoustic Features / Mingming Chen, Wenju Liu, Zhanlei Yang and Pengfei Hu -- Speech Fragment Decoding Techniques Using Silent Pause Detection / Zhanlei Yang, Wenju Liu, Wei Jiang, Pengfei Hu and Mingming Chen -- Voice Conversion Using Improved Spectral and F0 Transformation Methods / Peng Song, Yongqiang Bao and Li Zhao -- The Comparison between Mandarin Break Detection and English Break Detection / Chong-Jia Ni and Ai-Ying Zhang -- The Research on Mongolian Spoken Term Detection Based on Confusion Network / Feilong Bao, Guanglai Gao, Yulai Bao and Xiangdong Su -- Sound Scene Clustering without Prior Knowledge / Dawa Yidemucao, Zhicheng Zhao and Wu shour. Silamu Part 8. Section VIII: Natural Language Processing and Information Retrieval -- Topical Authority Identification in Community Question Answering / Guangyou Zhou, Kang Liu and Jun Zhao -- Monolingual-Based Translation Model for Question Routing / Guangyou Zhou, Kang Liu and Jun Zhao -- Community Detection Based on an Improved Modularity / Zhen Zhou, Wei Wang and Liang Wang -- Study of Spam Short Message Filtering Based on Features Selection of Key Words / Cong-Jie Chen, Yi-Dong Cui and Ting Xie -- Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge / Zhenyu Qi, Kang Liu and Jun Zhao -- Time-Aware Collaborative Filtering for Recommender Systems / Suyun Wei, Ning Ye and Qianqian Zhang -- Query Expansion Using Semantic Pruning in Language Model for Information Retrieval / Wei Tu, Lixin Gan and Zhihua Xie Summary This book constitutes the refereed proceedings of the Chinese Conference on Pattern Recognition, CCPR 2012, held in Beijing, China, in September 2012. The 82 revised full papers presented were carefully reviewed and selected from 137 submissions. The papers are organized in topical sections on pattern recognition theory; computer vision; biometric recognition; medical imaging; image and video analysis; document analysis; speech processing; natural language processing and information retrieval Analysis Computer science Computer Communication Networks Computer software Artificial intelligence Optical pattern recognition Pattern Recognition Algorithm Analysis and Problem Complexity Image Processing and Computer Vision Information Systems Applications (incl. Internet) Bibliography Includes bibliographical references and author index Notes English Subject Pattern recognition systems -- Congresses Optical pattern recognition -- Congresses Computer vision -- Congresses Image processing -- Digital techniques -- Congresses Informatique. Computer vision Image processing -- Digital techniques Optical pattern recognition Pattern recognition systems Genre/Form Conference papers and proceedings Software. Form Electronic book Author Liu, Cheng-Lin Zhang, Changshui. Wang, Liang, 1975- ISBN 9783642335068 3642335063 3642335055 9783642335051

Other Titles CCPR 2012

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