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11. SSPR / 6. SPR 2006: Hong Kong, China
- 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
- 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
- Wei Wang, Xin Yang, Guo Cao:
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
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
Fast Suboptimal Algorithms for the Computation of Graph Edit Distance. 163-172 - Xiao Bai, 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
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
Direct Curvature Scale Space in Corner Detection. 235-242
Vision
- Silke Jänichen, Petra Perner:
Aligning Concave and Convex Shapes. 243-251 - Kedong Wang, 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 - Xiao Bai, 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
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 - Yong-Joo 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
A Fast and Exact Modulo-Distance Between Histograms. 394-402 - José Oncina
Using Learned Conditional Distributions as Edit Distance. 403-411 - Francesc Serratosa
An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. 412-421
Document Analysis
- Gerd Maderlechner, Jirí 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
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 C. W. 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
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
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
- Jirí 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
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
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
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
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
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 - Eréndira Rendón, 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
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
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
Combining Features to Improve Oil Spill Classification in SAR Images. 928-936
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