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内容提要:
This book constitutes the refereed proceedings of the 10th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2004 and the 5th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2004, held jointly in Lisbon, Portugal, in August 2004.
The 59 revised full papers and 64 revised poster papers presented together with 4 invited papers were carefully reviewed and selected from 219 submissions. The papers are organized in topical sections on graphs; visual recognition and detection; contours, lines, and paths; matching and superposition; transduction and translation; image and video analysis; syntactics, languages, and strings; human shape and action; sequences and graphs; pattern matching and classification; document image analysis; shape analysis; multiple classifier systems; density estimation; clustering; feature selection; classification; and representation. 目录:
Invited Talks
Finding Clusters and Components by Unsupervised Learning Kernel Methods tor Exploratory Pattern Analysis: A Demonstration on Text Data The Use of Graph Techniques for Identifying Objects and Scenes in Indoor Building Environments for Mobile Robots Graphical-Based Learning Environments for Pattern Recognition SSPR Graphs Ⅰ Spectral Analysis of Complex Laplacian Matrices Decision Tree Structures for Graph Database Filtering A Significant Improvement of Softassign with Diffusion Kernels Structural Perceptrons for Attributed Graphs Visual Recognition and Detection Eigenspace Method by Autoassociative Networks for Object Recognition A Novel Constraint-Based Approach to Online Graphics Recognition Extraction of Skeletal Shape Features Using a Visual Attention Operator Contours, Lines and Paths Computing the Cyclic Edit Distance for Pattern Classification by Ranking Edit Paths Contour Segments from Spline Interpolation Steady State Random Walks for Path Estimation Learning of Form Models from Exemplars An Optimal Probabilistic Graphical Model for Point Set Matching A New Variational Framework for Rigid-Body Alignment An Error-Tolerant Approximate Matching Algorithm for Attributed Planar Graphs and Its Application to Fingerprint Classification Graphs Ⅱ Comparison of Algorithms for Web Document Clustering Using Graph Representations of Data Heat Kernels, Manifolds and Graph Embedding Transduction and Translation A Syntactic Pattern Recognition Approach to Computer Assisted Translation GIATI: A General Methodology for Finite-State Translation Using Alignments …… Image and Video Analysis Syntactics,Languages and Strings Human Shape and Action Poster Paters Sequences and Graphs Pattern Matching and Classification Document Image Analysis Image and Video Analysis Shape Analysis SPR Poster Papers Hybrid Methods Author Index |