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

Invited Talks

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

SSPR

Image Analysis

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

Vision

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

Character Recognition

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

Bayesian Networks

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

Graph-Based Methods

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

Similarity and Feature Extraction

• Michel Neuhaus, Horst Bunke:
  A Random Walk Kernel Derived from Graph Edit Distance. 191-199
  
• Juan Ramón Rico-Juan, José Manuel Iñesta Quereda:
  Edit Distance for Ordered Vector Sets: A Case of Study. 200-207
  
• 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

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

Vision

• Silke Jänichen, Petra Perner:
  Aligning Concave and Convex Shapes. 243-251
  
• Wang Kedong, Yan Lei, Deng Wei, Zhang Junhong:
  Research on Iterative Closest Contour Point for Underwater Terrain-Aided Navigation. 252-260
  
• JaeMu Yun, EunTae Lyu, JangMyung Lee:
  Image-Based Absolute Positioning System for Mobile Robot Navigation. 261-269
  
• 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
  
• Xiaoxin Guo, Zhiwen Xu, Yueping Feng, Yunxiao Wang, Zhengxuan Wang:
  Optical Flow Computation with Fourth Order Partial Differential Equations. 279-286
  

Kernel-Based Methods

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

Recognition and Classification

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

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

Document Analysis

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

Graph-Based Methods

• Huaijun Qiu, Edwin R. Hancock:
  Graph Embedding Using Commute Time. 441-449
  
• Yangqiu Song, Changshui Zhang, Jianguo Lee:
  Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. 450-458
  
• Antonio Robles-Kelly, Edwin R. Hancock:
  Point Pattern Matching Via Spectral Geometry. 459-467
  
• Dongfeng Han, Wenhui Li, Xiaosuo Lu, Lin Li, Yi Wang:
  Graph-Based Fast Image Segmentation. 468-474
  
• Selim Aksoy:
  Modeling of Remote Sensing Image Content Using Attributed Relational Graphs. 475-483
  
• 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

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

Image Analy

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

Facial Image Analysis I

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

Recognition and Classification II

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

Representation

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

Feature Selection

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

Clustering

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

Facial Image Analysis II

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

SPR Poster Papers

Multiple Classifier Systems

• Roman Bertolami, Horst Bunke:
  Diversity Analysis for Ensembles of Word Sequence Recognisers. 677-686
  
• Haixia Chen, Senmiao Yuan, Kai Jiang:
  Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning. 687-695
  
• Bertrand Le Saux, Horst Bunke:
  Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition. 696-704
  
• 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
  
• Claudio Marrocco, Mario Molinara, Francesco Tortorella:
  AUC-Based Linear Combination of Dichotomizers. 714-722
  

Recognition and Classification

• Wei Chu, Xi Xiao, Jia Liu:
  Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection. 723-731
  
• Cheng-Lin Liu:
  Polynomial Network Classifier with Discriminative Feature Extraction. 732-740
  
• Jiao Wang, Siwei Luo:
  Semi-supervised Classification with Active Query Selection. 741-746
  
• 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
  
• Mohammad S. Khorsheed:
  Mono-font Cursive Arabic Text Recognition Using Speech Recognition System. 755-763
  
• Alberto Muñoz, Isaac Martín de Diego:
  From Indefinite to Positive Semi-Definite Matrices. 764-772
  
• L. D'Anna, G. Marrazzo, Gennaro Percannella, Carlo Sansone, Mario Vento:
  A Multi-stage Approach for Anchor Shot Detection. 773-782
  

Unsupervised Learning

• Xiao-Hong Wu, Jian-Jiang Zhou:
  An Improved Possibilistic C-Means Algorithm Based on Kernel Methods. 783-791
  
• Jinzhu Jia, Zhi Geng, Mingfeng Wang:
  Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. 792-798
  
• Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla:
  Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process. 799-807
  
• 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
  
• Erendira Rendon, José Salvador Sánchez:
  Clustering Based on Compressed Data for Categorical and Mixed Attributes. 817-825
  

Dimensionality

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

Representation

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

Biometrics

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

Applications

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

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