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11. SSPR / 6. SPR 2006: Hong Kong, China

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    Dit-Yan Yeung, James T. Kwok, Ana L. N. Fred, Fabio Roli, Dick de Ridder:
    Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, Proceedings. Lecture Notes in Computer Science 4109, Springer 2006, ISBN 3-540-37236-9

Invited Talks

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    Thorsten Joachims:
    Structured Output Prediction with Support Vector Machines. 1-7
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    B. John Oommen, Sang-Woon Kim, Geir Horn:
    On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables. 8-21
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    Tin Kam Ho:
    Symmetries from Uniform Space Covering in Stochastic Discrimination. 22-40
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    Robert P. W. Duin, Elzbieta Pekalska:
    Structural Inference of Sensor-Based Measurements. 41-55

Image Analysis

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    Wei Wang, Xin Yang, Guo Cao:
    A Multiphase Level Set Evolution Scheme for Aerial Image Segmentation Using Multi-scale Image Geometric Analysis. 56-64
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    Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb:
    Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model. 65-73
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    Cemal Köse:
    Fully Automatic Segmentation of Coronary Vessel Structures in Poor Quality X-Ray Angiogram Images. 74-82
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    Fan Zhang, Edwin R. Hancock:
    Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion. 83-91

Vision

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    Roberto Fraile, Edwin R. Hancock:
    Diffusion of Geometric Affinity for Surface Integration. 92-99
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    Amaury Nègre, H. Tran, Nicolas Gourier, Daniela Hall, Augustin Lux, James L. Crowley:
    Comparative Study of People Detection in Surveillance Scenes. 100-108
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    Pakaket Wattuya, Xiaoyi Jiang:
    A Class of Generalized Median Contour Problem with Exact Solution. 109-117

Character Recognition

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    Yaregal Assabie, Josef Bigün:
    Structural and Syntactic Techniques for Recognition of Ethiopic Characters. 118-126
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    Yan Jiang, Xiaoqing Ding, Qiang Fu, Zheng Ren:
    Context Driven Chinese String Segmentation and Recognition. 127-135
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    Christopher Malon, Seiichi Uchida, Masakazu Suzuki:
    Support Vector Machines for Mathematical Symbol Recognition. 136-144

Bayesian Networks

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    Yaniv Gurwicz, Boaz Lerner:
    Bayesian Class-Matched Multinet Classifier. 145-153
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    Raanan Yehezkel, Boaz Lerner:
    Bayesian Network Structure Learning by Recursive Autonomy Identification. 154-162

Graph-Based Methods

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    Michel Neuhaus, Kaspar Riesen, Horst Bunke:
    Fast Suboptimal Algorithms for the Computation of Graph Edit Distance. 163-172
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    Xiao Bai, Edwin R. Hancock:
    A Spectral Generative Model for Graph Structure. 173-181
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    Adrian Ion, Walter G. Kropatsch, Yll Haxhimusa:
    Considerations Regarding the Minimum Spanning Tree Pyramid Segmentation Method . 182-190

Similarity and Feature Extraction

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    Michel Neuhaus, Horst Bunke:
    A Random Walk Kernel Derived from Graph Edit Distance. 191-199
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    Juan Ramón Rico-Juan, José Manuel Iñesta Quereda:
    Edit Distance for Ordered Vector Sets: A Case of Study. 200-207
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    Andrés Marzal, Vicente Palazón, Guillermo Peris:
    Shape Retrieval Using Normalized Fourier Descriptors Based Signatures and Cyclic Dynamic Time Warping. 208-216

SSPR Poster Papers

Image and Video

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    Ki-Ryong Kwon, Suk Hwan Lee, Eung-Joo Lee, Seong Geun Kwon:
    Watermarking for 3D CAD Drawings Based on Three Components. 217-225
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    Yuliang Geng, De Xu, Songhe Feng:
    Hierarchical Video Summarization Based on Video Structure and Highlight. 226-234
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    Baojiang Zhong, Wenhe Liao:
    Direct Curvature Scale Space in Corner Detection. 235-242

Vision

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    Silke Jänichen, Petra Perner:
    Aligning Concave and Convex Shapes. 243-251
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    Kedong Wang, Yan Lei, Deng Wei, Zhang Junhong:
    Research on Iterative Closest Contour Point for Underwater Terrain-Aided Navigation. 252-260
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    JaeMu Yun, EunTae Lyu, JangMyung Lee:
    Image-Based Absolute Positioning System for Mobile Robot Navigation. 261-269
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    Alexander Woodward, Da An, Yizhe Lin, Patrice Delmas, Georgy L. Gimel'farb, John Morris:
    An Evaluation of Three Popular Computer Vision Approaches for 3-D Face Synthesis. 270-278
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    Xiaoxin Guo, Zhiwen Xu, Yueping Feng, Yunxiao Wang, Zhengxuan Wang:
    Optical Flow Computation with Fourth Order Partial Differential Equations. 279-286

Kernel-Based Methods

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    Barbara Spillmann, Michel Neuhaus, Horst Bunke, Elzbieta Pekalska, Robert P. W. Duin:
    Transforming Strings to Vector Spaces Using Prototype Selection. 287-296
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    Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre:
    Shape Categorization Using String Kernels. 297-305
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    Xiao Bai, Edwin R. Hancock:
    Trace Formula Analysis of Graphs. 306-313
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    Byung-Joo Kim, Chang-Bum Lee, Il Kon Kim:
    A Robust Realtime Surveillance System. 314-321

Recognition and Classification

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    Jonghwa Choi, Dongkyoo Shin, Dongil Shin:
    Ubiquitous Intelligent Sensing System for a Smart Home. 322-330
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    Monica Bianchini, Marco Maggini, Lorenzo Sarti:
    Object Recognition Using Multiresolution Trees. 331-339
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    Yuliang Geng, De Xu, Songhe Feng, Jia-Zheng Yuan:
    A Robust and Hierarchical Approach for Camera Motion Classification. 340-348
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    Haiyan Cen, Yidan Bao, Min Huang, Yong He:
    Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications. 349-357
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    Chulhan Lee, Sanghoon Lee, Jaihie Kim:
    A Study of Touchless Fingerprint Recognition System. 358-365
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    Hyun Park, Hyung Lee, Seung-In Noh, Jaihie Kim:
    Development of a Block-Based Real-Time People Counting System. 366-374
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    Yong-Joo Chung:
    A Classification Approach for the Heart Sound Signals Using Hidden Markov Models. 375-383
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    Ho Gi Jung, Dong Suk Kim, Pal Joo Yoon, Jaihie Kim:
    Structure Analysis Based Parking Slot Marking Recognition for Semi-automatic Parking System. 384-393

Similarity and Feature Extraction

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    Francesc Serratosa, Alberto Sanfeliu:
    A Fast and Exact Modulo-Distance Between Histograms. 394-402
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    José Oncina, Marc Sebban:
    Using Learned Conditional Distributions as Edit Distance. 403-411
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    Francesc Serratosa, Gerard Sanroma:
    An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. 412-421

Document Analysis

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    Gerd Maderlechner, Jirí Panyr, Peter Suda:
    Finding Captions in PDF-Documents for Semantic Annotations of Images. 422-430
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    Wontaek Seo, Beom-Joon Cho:
    Effective Handwritten Hangul Recognition Method Based on the Hierarchical Stroke Model Matching. 431-440

Graph-Based Methods

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    Huaijun Qiu, Edwin R. Hancock:
    Graph Embedding Using Commute Time. 441-449
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    Yangqiu Song, Changshui Zhang, Jianguo Lee:
    Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. 450-458
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    Antonio Robles-Kelly, Edwin R. Hancock:
    Point Pattern Matching Via Spectral Geometry. 459-467
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    Dongfeng Han, Wenhui Li, Xiaosuo Lu, Lin Li, Yi Wang:
    Graph-Based Fast Image Segmentation. 468-474
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    Selim Aksoy:
    Modeling of Remote Sensing Image Content Using Attributed Relational Graphs. 475-483
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    Pasquale Foggia, M. Guerriero, Gennaro Percannella, Carlo Sansone, Francesco Tufano, Mario Vento:
    A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images. 484-493

SPR

Recognition and Classification I

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    Yongsheng Zhu, Junyan Yang, Jian Ye, Youyun Zhang:
    A Speedup Method for SVM Decision. 494-501
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    Sarunas Raudys:
    Generalization Error of Multinomial Classifier. 502-511
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    Thomas C. W. Landgrebe, Robert P. W. Duin:
    Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty. 512-521
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    Luca Didaci, Fabio Roli:
    Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems. 522-530

Image Analy

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    Sen Jia, Yuntao Qian:
    MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing. 531-540
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    Marina Skurichina, Serguei Verzakov, Pavel Paclík, Robert P. W. Duin:
    Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data. 541-550
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    Serguei Verzakov, Pavel Paclík, Robert P. W. Duin:
    Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches. 551-559

Facial Image Analysis I

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    Fabio Roli, Gian Luca Marcialis:
    Semi-supervised PCA-Based Face Recognition Using Self-training. 560-568
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    William A. P. Smith, Edwin R. Hancock:
    Facial Shadow Removal. 569-577
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    Atsushi Matsui, Simon Clippingdale, Takashi Matsumoto:
    A Sequential Monte Carlo Method for Bayesian Face Recognition. 578-586

Recognition and Classification II

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    David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin:
    Outlier Detection Using Ball Descriptions with Adjustable Metric. 587-595
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    Heung-Il Suk, Bong-Kee Sin:
    HMM-Based Gait Recognition with Human Profiles. 596-603

Representation

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    Yukihiko Yamashita, Mariko Numakami, Naoya Inoue:
    Maxwell Normal Distribution in a Manifold and Mahalanobis Metric. 604-612
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    Artsiom Harol, Elzbieta Pekalska, Serguei Verzakov, Robert P. W. Duin:
    Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces. 613-621

Feature Selection

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    Sarunas Raudys:
    Feature Over-Selection. 622-631
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    Petr Somol, Jana Novovicová, Pavel Pudil:
    Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. 632-639

Clustering

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    Jirí Grim:
    EM Cluster Analysis for Categorical Data. 640-648
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    Antonio Peñalver Benavent, Francisco Escolano, Juan Manuel Sáez:
    Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture Models. 649-657

Facial Image Analysis II

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    Magnus Oskarsson, Kalle Åström:
    Maximum Likelihood Estimates for Object Detection Using Multiple Detectors. 658-666
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    Mohammad Sadeghi, Josef Kittler:
    Confidence Based Gating of Multiple Face Authentication Experts. 667-676

SPR Poster Papers

Multiple Classifier Systems

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    Roman Bertolami, Horst Bunke:
    Diversity Analysis for Ensembles of Word Sequence Recognisers. 677-686
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    Haixia Chen, Senmiao Yuan, Kai Jiang:
    Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning. 687-695
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    Bertrand Le Saux, Horst Bunke:
    Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition. 696-704
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    Francisco Moreno-Seco, José Manuel Iñesta Quereda, Pedro J. Ponce de León, Luisa Micó:
    Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks. 705-713
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    Claudio Marrocco, Mario Molinara, Francesco Tortorella:
    AUC-Based Linear Combination of Dichotomizers. 714-722

Recognition and Classification

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    Wei Chu, Xi Xiao, Jia Liu:
    Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection. 723-731
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    Cheng-Lin Liu:
    Polynomial Network Classifier with Discriminative Feature Extraction. 732-740
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    Jiao Wang, Siwei Luo:
    Semi-supervised Classification with Active Query Selection. 741-746
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    Luisa Micó, Francisco Moreno-Seco, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda:
    On the Use of Different Classification Rules in an Editing Task. 747-754
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    Mohammad S. Khorsheed:
    Mono-font Cursive Arabic Text Recognition Using Speech Recognition System. 755-763
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    Alberto Muñoz, Isaac Martín de Diego:
    From Indefinite to Positive Semi-Definite Matrices. 764-772
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    L. D'Anna, G. Marrazzo, Gennaro Percannella, Carlo Sansone, Mario Vento:
    A Multi-stage Approach for Anchor Shot Detection. 773-782

Unsupervised Learning

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    Xiao-Hong Wu, Jian-Jiang Zhou:
    An Improved Possibilistic C-Means Algorithm Based on Kernel Methods. 783-791
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    Jinzhu Jia, Zhi Geng, Mingfeng Wang:
    Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. 792-798
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    Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla:
    Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process. 799-807
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    Sang-Chul Lee, Jae-Young Moon, Jae Kyeong Kim, Yung Ho Suh:
    Application of a Two-Level Self Organizing Map for Korean Online Game Market Segmentation. 808-816
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    Eréndira Rendón, José Salvador Sánchez:
    Clustering Based on Compressed Data for Categorical and Mixed Attributes. 817-825

Dimensionality

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    Sang-Woon Kim, B. John Oommen:
    On Optimizing Kernel-Based Fisher Discriminant Analysis Using Prototype Reduction Schemes. 826-834
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    Asbjørn Berge, Anne H. Schistad Solberg:
    Sparse Covariance Estimates for High Dimensional Classification Using the Cholesky Decomposition. 835-843
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    Marco Loog:
    Generic Blind Source Separation Using Second-Order Local Statistics. 844-852
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    José Martínez Sotoca, Filiberto Pla:
    Hyperspectral Data Selection from Mutual Information Between Image Bands. 853-861

Representation

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    Akira Tanaka, Masashi Sugiyama, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi:
    Model Selection Using a Class of Kernels with an Invariant Metric. 862-870
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    Elzbieta Pekalska, Artsiom Harol, Robert P. W. Duin, Barbara Spillmann, Horst Bunke:
    Non-Euclidean or Non-metric Measures Can Be Informative. 871-880

Biometrics

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    Eun Jin Koh, Phill-Kyu Rhee:
    Merging and Arbitration Strategy Applied Bayesian Classification for Eye Location. 881-888
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    Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou:
    Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns. 889-897
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    Mario Castelán, William A. P. Smith, Edwin R. Hancock:
    A Coupled Statistical Model for Face Shape Recovery. 898-906
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    Pietro Coli, Gian Luca Marcialis, Fabio Roli:
    Analysis and Selection of Features for the Fingerprint Vitality Detection. 907-915
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    Young-Suk Shin:
    Recognizing Facial Expressions with PCA and ICA onto Dimension of the Emotion. 916-922

Applications

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    Shenghong Li, Lili Cui, Jong-Uk Choi, Xuenan Cui:
    An Audio Copyright Protection Schemes Based on SMM in Cepstrum Domain. 923-927
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    Darby F. de A. Lopes, Geraldo L. B. Ramalho, Fátima N. S. de Medeiros, Rodrigo Carvalho Sousa Costa, Régia T. S. Araújo:
    Combining Features to Improve Oil Spill Classification in SAR Images. 928-936

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