Structural, syntactic, and statistical pattern recognition : joint IAPR international workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006 : proceedings / Dit-Yan Yeung ... [and others] (eds.).

Format:

Book

Conference/Event

Contributor:

Yeung, Dit-Yan, 1960-

International Association for Pattern Recognition.

LINK (Online service)

Conference Name:

International Workshop on Structural and Syntactic Pattern Recognition (11th : 2006 : Hong Kong, China)

International Workshop on Statistical Techniques in Pattern Recognition (6th : 2006 : Hong Kong, China)

Series:

Lecture notes in computer science ; 4109.

Lecture notes in computer science. 0302-9743 ; 4109.

Lecture notes in computer science, 0302-9743 ; 4109

Language:

English

Subjects (All):

Pattern recognition systems--Congresses.

Pattern recognition systems.

Genre:

Conference papers and proceedings.

Physical Description:

xxi, 939 pages : illustrations.

polychrome

Place of Publication:

Berlin : Springer, [2006]

System Details:

Mode of access: World Wide Web.

text file

Contents:

Invited Talks

Structured Output Prediction with Support Vector Machines / Thorsten Joachims 1

On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables / B. John Oommen, Sang-Woon Kim, Geir Horn 8

Symmetries from Uniform Space Covering in Stochastic Discrimination / Tin Kam Ho 22

Structural Inference of Sensor-Based Measurements / Robert P.W. Duin, Elzbieta Pekalska 41

SSPR

Image Analysis

A Multiphase Level Set Evolution Scheme for Aerial Image Segmentation Using Multi-scale Image Geometric Analysis / Wang Wei, Yang Xin, Cao Guo 56

Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model / Ayman El-Baz, Aly Farag, Georgy Gimel'farb 65

Fully Automatic Segmentation of Coronary Vessel Structures in Poor Quality X-Ray Angiogram Images / Cemal Kose 74

Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion / Fan Zhang, Edwin R. Hancock 83

Vision

Diffusion of Geometric Affinity for Surface Integration / Roberto Fraile, Edwin Hancock 92

Comparative Study of People Detection in Surveillance Scenes / A. Negre, H. Tran, N. Gourier, D. Hall, A. Lux, J.L. Crowley 100

A Class of Generalized Median Contour Problem with Exact Solution / Pakaket Wattuya, Xiaoyi Jiang 109

Character Recognition

Structural and Syntactic Techniques for Recognition of Ethiopic Characters / Yaregal Assabie, Josef Bigun 118

Context Driven Chinese String Segmentation and Recognition / Yan Jiang, Xiaoqing Ding, Qiang Fu, Zheng Ren 127

Support Vector Machines for Mathematical Symbol Recognition / Christopher Malon, Seiichi Uchida, Masakazu Suzuki 136

Bayesian Networks

Bayesian Class-Matched Multinet Classifier / Yaniv Gurwicz, Boaz Lerner 145

Bayesian Network Structure Learning by Recursive Autonomy Identification / Raanan Yehezkel, Boaz Lerner 154

Graph-Based Methods

Fast Suboptimal Algorithms for the Computation of Graph Edit Distance / Michel Neuhaus, Kaspar Riesen, Horst Bunke 163

A Spectral Generative Model for Graph Structure / Bai Xiao, Edwin R. Hancock 173

Considerations Regarding the Minimum Spanning Tree Pyramid Segmentation Method / Adrian Ion, Walter G. Kropatsch, Yll Haxhimusa 182

Similarity and Feature Extraction

A Random Walk Kernel Derived from Graph Edit Distance / Michel Neuhaus, Horst Bunke 191

Edit Distance for Ordered Vector Sets: A Case of Study / Juan Ramon Rico-Juan, Jose M. Inesta 200

Shape Retrieval Using Normalized Fourier Descriptors Based Signatures and Cyclic Dynamic Time Warping / Andres Marzal, Vicente Palazon, Guillermo Peris 208

Image and Video

Watermarking for 3D CAD Drawings Based on Three Components / Ki-Ryong Kwon, Suk-Hwan Lee, Eung-Joo Lee, Seong-Geun Kwon 217

Hierarchical Video Summarization Based on Video Structure and Highlight / Yuliang Geng, De Xu, Songhe Feng 226

Direct Curvature Scale Space in Corner Detection / Baojiang Zhong, Wenhe Liao 235

Aligning Concave and Convex Shapes / Silke Janichen, Petra Perner 243

Research on Iterative Closest Contour Point for Underwater Terrain-Aided Navigation / Kedong Wang, Lei Yan, Wei Deng, Junhong Zhang 252

Image-Based Absolute Positioning System for Mobile Robot Navigation / JaeMu Yun, EunTae Lyu, JangMyung Lee 261

An Evaluation of Three Popular Computer Vision Approaches for 3-D Face Synthesis / Alexander Woodward, Da An, Yizhe Lin, Patrice Delmas, Georgy Gimel'farb, John Morris 270

Optical Flow Computation with Fourth Order Partial Differential Equations / Xiaoxin Guo, Zhiwen Xu, Yueping Feng, Yunxiao Wang, Zhengxuan Wang 279

Kernel-Based Methods

Transforming Strings to Vector Spaces Using Prototype Selection / Barbara Spillmann, Michel Neuhaus, Horst Bunke, Elzbieta Pekalska, Robert P. W. Duin 287

Shape Categorization Using String Kernels / Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre 297

Trace Formula Analysis of Graphs / Bai Xiao, Edwin R. Hancock 306

A Robust Realtime Surveillance System / Byung-Joo Kim, Chang-Bum Lee, Il-Kon Kim 314

Recognition and Classification

Ubiquitous Intelligent Sensing System for a Smart Home / Jonghwa Choi, Dongkyoo Shin, Dongil Shin 322

Object Recognition Using Multiresolution Trees / Monica Bianchini, Marco Maggini, Lorenzo Sarti 331

A Robust and Hierarchical Approach for Camera Motion Classification / Yuliang Geng, De Xu, Songhe Feng, Jiazheng Yuan 340

Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications / Haiyan Cen, Yidan Bao, Min Huang, Yong He 349

A Study of Touchless Fingerprint Recognition System / Chulhan Lee, Sanghoon Lee, Jaihie Kim 358

Development of a Block-Based Real-Time People Counting System / Hyun Hee Park, Hyung Gu Lee, Seung-In Noh, Jaihie Kim 366

A Classification Approach for the Heart Sound Signals Using Hidden Markov Models / Yong-Joo Chung 375

Structure Analysis Based Parking Slot Marking Recognition for Semi-automatic Parking System / Ho Gi Jung, Dong Suk Kim, Pal Joo Yoon, Jaihie Kim 384

A Fast and Exact Module-Distance Between Histograms / Francesc Serratosa, Alberto Sanfeliu 394

Using Learned Conditional Distributions as Edit Distance / Jose Oncina, Marc Sebban 403

An Efficient Distance Between Multi-dimensional Histograms for Comparing Images / Francesc Serratosa, Gerard Sanroma 412

Document Analysis

Finding Captions in PDF-Documents for Semantic Annotations of Images / Gerd Maderlechner, Jiri Panyr, Peter Suda 422

Effective Handwritten Hangul Recognition Method Based on the Hierarchical Stroke Model Matching / Wontaek Seo, Beom-joon Cho 431

Graph Embedding Using Commute Time / Huaijun Qiu, Edwin R. Hancock 441

Graph Based Multi-class Semi-supervised Learning Using Gaussian Process / Yangqiu Song, Changshui Zhang, Jianguo Lee 450

Point Pattern Matching Via Spectral Geometry / Antonio Robles-Kelly, Edwin R. Hancock 459

Graph-Based Fast Image Segmentation / Dongfeng Han, Wenhui Li, Xiaosuo Lu, Lin Li, Yi Wang 468

Modeling of Remote Sensing Image Content Using Attributed Relational Graphs / Selim Aksoy 475

A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images / P. Foggia, M. Guerriero, G. Percannella, C. Sansone, F. Tufano, M. Vento 484

SPR

Recognition and Classification I

A Speedup Method for SVM Decision / Yongsheng Zhu, Junyan Yang, Jian Ye, Youyun Zhang 494

Generalization Error of Multinomial Classifier / Sarunas Raudys 502

Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty / Thomas Landgrebe, Robert P. W. Duin 512

Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems / Luca Didaci, Fabio Roli 522

MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing / Sen Jia, Yuntao Qian 531

Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data / Marina Skurichina, Sergey Verzakov, Pavel Paclik, Robert P. W. Duin 541

Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches / Sergey Verzakov, Pavel Paclik, Robert P. W. Duin 551

Facial Image Analysis I

Semi-supervised PCA-Based Face Recognition Using Self-training / Fabio Roll, Gian Luca Marcialis 560

Facial Shadow Removal / William A.P. Smith, Edwin R. Hancock 569

A Sequential Monte Carlo Method for Bayesian Face Recognition / Atsushi Matsui, Simon Clippingdale, Takashi Matsumoto 578

Recognition and Classification II

Outlier Detection Using Ball Descriptions with Adjustable Metric / David M.J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P.W. Duin 587

HMM-Based Gait Recognition with Human Profiles / Heung-Il Suk, Bong-Kee Sin 596

Representation

Maxwell Normal Distribution in a Manifold and Mahalanobis Metric / Yukihiko Yamashita, Mariko Numakami, Naoya Inoue 604

Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces / Artsiom Harol, Elzbieta Pekalska, Sergey Verzakov, Robert P. W. Duin 613

Feature Selection

Feature Over-Selection / Sarunas Raudys 622

Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection / Petr Somol, Jana Novovicova, Pavel Pudil 632

Clustering

EM Cluster Analysis for Categorical Data / Jiri Grim 640

Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture Models / Antonio Penalver, Francisco Escolano, Juan M. Saez 649

Facial Image Analysis II

Maximum Likelihood Estimates for Object Detection Using Multiple Detectors / Magnus Oskarsson, Kalle Astrom 658

Confidence Based Gating of Multiple Face Authentication Experts / Mohammad T. Sadeghi, Josef Kittler 667

Multiple Classifier Systems

Diversity Analysis for Ensembles of Word Sequence Recognisers / Roman Beriolami, Horst Bunke 677

Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning / Haixia Chen, Senmiao Yuan, Kai Jiang 687

Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition / Bertrand Le Saux, Horst Bunke 696

Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks / Francisco Moreno-Seco, Jose M. Inesta, Pedro J. Ponce de Leon, Luisa Mico 705

AUC-Based Linear Combination of Dichotomizers / Claudio Marrocco, Mario Molinara, Francesco Tortorella 714

Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection / Wei Chu, Xi Xiao, Jia Liu 723

Polynomial Network Classifier with Discriminative Feature Extraction / Cheng-Lin Liu 732

Semi-supervised Classification with Active Query Selection / Jiao Wang, Siwei Luo 741

On the Use of Different Classification Rules in an Editing Task / Luisa Mico, Francisco Moreno-Seco, Jose Salvador Sanchez, Jose Martinez Sotoca, Ramon Alberto Mollineda 747

Mono-font Cursive Arabic Text Recognition Using Speech Recognition System / M.S. Khorsheed 755

From Indefinite to Positive Semi-Definite Matrices / Alberto Munoz, Isaac Martin de Diego 764

A Multi-stage Approach for Anchor Shot Detection / L. D'Anna, G. Marrazzo, G. Percannella, C. Sansone, M. Vento 773

Unsupervised Learning

An Improved Possibilistic C-Means Algorithm Based on Kernel Methods / Xiao-Hong Wu, Jian-Jiang Zhou 783

Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection / Jinzhu Jia, Zhi Geng, Mingfeng Wang 792

Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process / Adolfo Martinez-Uso, Filiberto Pla, Pedro Garcia-Sevilla 799

Application of a Two-Level Self Organizing Map for Korean Online Game Market Segmentation / Sang-Chul Lee, Jae-Young Moon, Jae-Kyeong Kim, Yung-Ho Suh 808

Clustering Based on Compressed Data for Categorical and Mixed Attributes / Erendira Rendon, Jose Salvador Sanchez 817

Dimensionality

On Optimizing Kernel-Based Fisher Discriminant Analysis Using Prototype Reduction Schemes / Sang- Woon Kim, B. John Oommen 826

Sparse Covariance Estimates for High Dimensional Classification Using the Cholesky Decomposition / Asbjorn Berge, Anne Schistad Solberg 835

Generic Blind Source Separation Using Second-Order Local Statistics / Marco Loog 844

Hyperspectral Data Selection from Mutual Information Between Image Bands / Jose Martinez Sotoca, Filiberto Pla 853

Model Selection Using a Class of Kernels with an Invariant Metric / Akira Tanaka, Masashi Sugiyama, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi 862

Non-Euclidean or Non-metric Measures Can Be Informative / Elzbieta Pekalska, Artsiom Harol, Robert P. W. Duin, Barbara Spillmann, Horst Bunke 871

Biometrics

Merging and Arbitration Strategy Applied Bayesian Classification for Eye Location / Eun Jin Koh, Phill Kyu Rhee 881

Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns / Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou 889

A Coupled Statistical Model for Face Shape Recovery / Mario Castelan, William A.P. Smith, Edwin R. Hancock 898

Analysis and Selection of Features for the Fingerprint Vitality Detection / Pietro Coli, Gian Luca Marcialis, Fabio Roli 907

Recognizing Facial Expressions with PCA and ICA onto Dimension of the Emotion / Young-suk Shin 916

Applications

An Audio Copyright Protection Schemes Based on SMM in Cepstrum Domain / Shenghong Li, Lili Cui, Jonguk Choi, Xuenan Cui 923

Combining Features to Improve Oil Spill Classification in SAR Images / Darby F. de A. Lopes, Geraldo L.B. Ramalho, Fatima N.S. de Medeiros, Rodrigo C.S. Costa, Regia T.S. Araujo 928.

Notes:

Title from PDF title page (viewed August 10, 2006).

Includes bibliographical references and index.

Electronic reproduction. Berlin : Springer, 2006. Mode of access: World Wide Web.

ISBN:

3540372369

9783540372363

OCLC:

70991525

Access Restriction:

Restricted for use by site license.