| Invited Talks |
| Structured Output Prediction with Support Vector Machines / Thorsten Joachims |
| On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables / B. John Oommen ; Sang-Woon Kim ; Geir Horn |
| Symmetries from Uniform Space Covering in Stochastic Discrimination / Tin Kam Ho |
| Structural Inference of Sensor-Based Measurements / Robert P.W. Duin ; Elzbieta Pekalska |
| 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 |
| Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model / Ayman El-Baz ; Aly Farag ; Georgy Gimel'farb |
| Fully Automatic Segmentation of Coronary Vessel Structures in Poor Quality X-Ray Angiogram Images / Cemal Kose |
| Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion / Fan Zhang ; Edwin R. Hancock |
| Vision |
| Diffusion of Geometric Affinity for Surface Integration / Roberto Fraile ; Edwin Hancock |
| Comparative Study of People Detection in Surveillance Scenes / A. Negre ; H. Tran ; N. Gourier ; D. Hall ; A. Lux ; J.L. Crowley |
| A Class of Generalized Median Contour Problem with Exact Solution / Pakaket Wattuya ; Xiaoyi Jiang |
| Character Recognition |
| Structural and Syntactic Techniques for Recognition of Ethiopic Characters / Yaregal Assabie ; Josef Bigun |
| Context Driven Chinese String Segmentation and Recognition / Yan Jiang ; Xiaoqing Ding ; Qiang Fu ; Zheng Ren |
| Support Vector Machines for Mathematical Symbol Recognition / Christopher Malon ; Seiichi Uchida ; Masakazu Suzuki |
| Bayesian Networks |
| Bayesian Class-Matched Multinet Classifier / Yaniv Gurwicz ; Boaz Lerner |
| Bayesian Network Structure Learning by Recursive Autonomy Identification / Raanan Yehezkel |
| Graph-Based Methods |
| Fast Suboptimal Algorithms for the Computation of Graph Edit Distance / Michel Neuhaus ; Kaspar Riesen ; Horst Bunke |
| A Spectral Generative Model for Graph Structure / Bai Xiao |
| Considerations Regarding the Minimum Spanning Tree Pyramid Segmentation Method / Adrian Ion ; Walter G. Kropatsch ; Yll Haxhimusa |
| Similarity and Feature Extraction |
| A Random Walk Kernel Derived from Graph Edit Distance |
| Edit Distance for Ordered Vector Sets: A Case of Study / Juan Ramon Rico-Juan ; Jose M. Inesta |
| Shape Retrieval Using Normalized Fourier Descriptors Based Signatures and Cyclic Dynamic Time Warping / Andres Marzal ; Vicente Palazon ; Guillermo Peris |
| Poster Papers |
| Image and Video |
| Watermarking for 3D CAD Drawings Based on Three Components / Ki-Ryong Kwon ; Suk-Hwan Lee ; Eung-Joo Lee ; Seong-Geun Kwon |
| Hierarchical Video Summarization Based on Video Structure and Highlight / Yuliang Geng ; De Xu ; Songhe Feng |
| Direct Curvature Scale Space in Corner Detection / Baojiang Zhong ; Wenhe Liao |
| Aligning Concave and Convex Shapes / Silke Janichen ; Petra Perner |
| Research on Iterative Closest Contour Point for Underwater Terrain-Aided Navigation / Kedong Wang ; Lei Yan ; Wei Deng ; Junhong Zhang |
| Image-Based Absolute Positioning System for Mobile Robot Navigation / JaeMu Yun ; EunTae Lyu ; JangMyung Lee |
| An Evaluation of Three Popular Computer Vision Approaches for 3-D Face Synthesis / Alexander Woodward ; Da An ; Yizhe Lin ; Patrice Delmas ; John Morris |
| Optical Flow Computation with Fourth Order Partial Differential Equations / Xiaoxin Guo ; Zhiwen Xu ; Yueping Feng ; Yunxiao Wang ; Zhengxuan Wang |
| Kernel-Based Methods |
| Transforming Strings to Vector Spaces Using Prototype Selection / Barbara Spillmann ; Robert P. W. Duin |
| Shape Categorization Using String Kernels / Mohammad Reza Daliri ; Elisabetta Delponte ; Alessandro Verri ; Vincent Torre |
| Trace Formula Analysis of Graphs |
| A Robust Realtime Surveillance System / Byung-Joo Kim ; Chang-Bum Lee ; Il-Kon Kim |
| Recognition and Classification |
| Ubiquitous Intelligent Sensing System for a Smart Home / Jonghwa Choi ; Dongkyoo Shin ; Dongil Shin |
| Object Recognition Using Multiresolution Trees / Monica Bianchini ; Marco Maggini ; Lorenzo Sarti |
| A Robust and Hierarchical Approach for Camera Motion Classification / Jiazheng Yuan |
| Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications / Haiyan Cen ; Yidan Bao ; Min Huang ; Yong He |
| A Study of Touchless Fingerprint Recognition System / Chulhan Lee ; Sanghoon Lee ; Jaihie Kim |
| Development of a Block-Based Real-Time People Counting System / Hyun Hee Park ; Hyung Gu Lee ; Seung-In Noh |
| A Classification Approach for the Heart Sound Signals Using Hidden Markov Models / Yong-Joo Chung |
| Structure Analysis Based Parking Slot Marking Recognition for Semi-automatic Parking System / Ho Gi Jung ; Dong Suk Kim ; Pal Joo Yoon |
| A Fast and Exact Module-Distance Between Histograms / Francesc Serratosa ; Alberto Sanfeliu |
| Using Learned Conditional Distributions as Edit Distance / Jose Oncina ; Marc Sebban |
| An Efficient Distance Between Multi-dimensional Histograms for Comparing Images / Gerard Sanroma |
| Document Analysis |
| Finding Captions in PDF-Documents for Semantic Annotations of Images / Gerd Maderlechner ; Jiri Panyr ; Peter Suda |
| Effective Handwritten Hangul Recognition Method Based on the Hierarchical Stroke Model Matching / Wontaek Seo ; Beom-joon Cho |
| Graph Embedding Using Commute Time / Huaijun Qiu |
| Graph Based Multi-class Semi-supervised Learning Using Gaussian Process / Yangqiu Song ; Changshui Zhang ; Jianguo Lee |
| Point Pattern Matching Via Spectral Geometry / Antonio Robles-Kelly |
| Graph-Based Fast Image Segmentation / Dongfeng Han ; Wenhui Li ; Xiaosuo Lu ; Lin Li ; Yi Wang |
| Modeling of Remote Sensing Image Content Using Attributed Relational Graphs / Selim Aksoy |
| A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images / P. Foggia ; M. Guerriero ; G. Percannella ; C. Sansone ; F. Tufano ; M. Vento |
| SPR |
| A Speedup Method for SVM Decision / Yongsheng Zhu ; Junyan Yang ; Jian Ye ; Youyun ZhangRecognition and Classification I： |
| Generalization Error of Multinomial Classifier / Sarunas Raudys |
| Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty / Thomas Landgrebe |
| Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems / Luca Didaci ; Fabio Roli |
| MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing / Sen Jia ; Yuntao Qian |
| Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data / Marina Skurichina ; Sergey Verzakov ; Pavel Paclik |
| Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches |
| Semi-supervised PCA-Based Face Recognition Using Self-training / Fabio Roll ; Gian Luca MarcialisFacial Image Analysis I： |
| Facial Shadow Removal / William A.P. Smith |
| A Sequential Monte Carlo Method for Bayesian Face Recognition / Atsushi Matsui ; Simon Clippingdale ; Takashi Matsumoto |
| Outlier Detection Using Ball Descriptions with Adjustable Metric / David M.J. Tax ; Piotr JuszczakRecognition and Classification II： |
| HMM-Based Gait Recognition with Human Profiles / Heung-Il Suk ; Bong-Kee Sin |
| Representation |
| Maxwell Normal Distribution in a Manifold and Mahalanobis Metric / Yukihiko Yamashita ; Mariko Numakami ; Naoya Inoue |
| Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces / Artsiom Harol |
| Feature Selection |
| Feature Over-Selection |
| Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection / Petr Somol ; Jana Novovicova ; Pavel Pudil |
| Clustering |
| EM Cluster Analysis for Categorical Data / Jiri Grim |
| Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture Models / Antonio Penalver ; Francisco Escolano ; Juan M. Saez |
| Maximum Likelihood Estimates for Object Detection Using Multiple Detectors / Magnus Oskarsson ; Kalle AstromFacial Image Analysis II： |
| Confidence Based Gating of Multiple Face Authentication Experts / Mohammad T. Sadeghi ; Josef Kittler |
| Multiple Classifier Systems |
| Diversity Analysis for Ensembles of Word Sequence Recognisers / Roman Beriolami |
| Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning / Haixia Chen ; Senmiao Yuan ; Kai Jiang |
| Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition / Bertrand Le Saux |
| Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks / Francisco Moreno-Seco ; Pedro J. Ponce de Leon ; Luisa Mico |
| AUC-Based Linear Combination of Dichotomizers / Claudio Marrocco ; Mario Molinara ; Francesco Tortorella |
| Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection / Wei Chu ; Xi Xiao ; Jia Liu |
| Polynomial Network Classifier with Discriminative Feature Extraction / Cheng-Lin Liu |
| Semi-supervised Classification with Active Query Selection / Jiao Wang ; Siwei Luo |
| On the Use of Different Classification Rules in an Editing Task / Jose Salvador Sanchez ; Jose Martinez Sotoca ; Ramon Alberto Mollineda |
| Mono-font Cursive Arabic Text Recognition Using Speech Recognition System / M.S. Khorsheed |
| From Indefinite to Positive Semi-Definite Matrices / Alberto Munoz ; Isaac Martin de Diego |
| A Multi-stage Approach for Anchor Shot Detection / L. D'Anna ; G. Marrazzo |
| Unsupervised Learning |
| An Improved Possibilistic C-Means Algorithm Based on Kernel Methods / Xiao-Hong Wu ; Jian-Jiang Zhou |
| Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection / Jinzhu Jia ; Zhi Geng ; Mingfeng Wang |
| Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process / Adolfo Martinez-Uso ; Filiberto Pla ; Pedro Garcia-Sevilla |
| 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 |
| Clustering Based on Compressed Data for Categorical and Mixed Attributes / Erendira Rendon |
| Dimensionality |
| On Optimizing Kernel-Based Fisher Discriminant Analysis Using Prototype Reduction Schemes / Sang- Woon Kim |
| Sparse Covariance Estimates for High Dimensional Classification Using the Cholesky Decomposition / Asbjorn Berge ; Anne Schistad Solberg |
| Generic Blind Source Separation Using Second-Order Local Statistics / Marco Loog |
| Hyperspectral Data Selection from Mutual Information Between Image Bands |
| Model Selection Using a Class of Kernels with an Invariant Metric / Akira Tanaka ; Masashi Sugiyama ; Hideyuki Imai ; Mineichi Kudo ; Masaaki Miyakoshi |
| Non-Euclidean or Non-metric Measures Can Be Informative |
| Biometrics |
| Merging and Arbitration Strategy Applied Bayesian Classification for Eye Location / Eun Jin Koh ; Phill Kyu Rhee |
| Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns / Daoqiang Zhang ; Songcan Chen ; Zhi-Hua Zhou |
| A Coupled Statistical Model for Face Shape Recovery / Mario Castelan |
| Analysis and Selection of Features for the Fingerprint Vitality Detection / Pietro Coli |
| Recognizing Facial Expressions with PCA and ICA onto Dimension of the Emotion / Young-suk Shin |
| Applications |
| An Audio Copyright Protection Schemes Based on SMM in Cepstrum Domain / Shenghong Li ; Lili Cui ; Jonguk Choi ; Xuenan Cui |
| 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 |
| Author Index |
| Invited Talks |
| Structured Output Prediction with Support Vector Machines / Thorsten Joachims |
| On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables / B. John Oommen ; Sang-Woon Kim ; Geir Horn |
ＥＢ
