Advances in Pattern Recognition : Joint IAPR International Workshops, SSPR'98 and SPR'98, Sydney, Australia, August 11-13, 1998, Proceedings / edited by Adnan Amin, Dov Dori, Pavel Pudil, Herbert Freeman.

Format:

Book

Contributor:

Amin, Adnan, 1950- editor.

Dori, Dov, editor.

Pudil, Pavel, editor.

Freeman, Herbert, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science 0302-9743 ; 1451.

Lecture Notes in Computer Science, 0302-9743 ; 1451

Language:

English

Subjects (All):

Pattern perception.

Artificial intelligence.

Optical data processing.

Pattern Recognition.

Artificial Intelligence.

Image Processing and Computer Vision.

Local Subjects:

Pattern Recognition.

Artificial Intelligence.

Image Processing and Computer Vision.

Physical Description:

1 online resource (XLIV, 1050 pages).

Edition:

First edition 1998.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1998.

System Details:

text file PDF

Summary:

This book constitutes the joint refereed proceedings of the two IAPR International Workshops on Structural and Syntactic Pattern Recognition and on Statistical Techniques in Pattern Recognition, SSPR'98 and SPR'98, held in Sydney, Australia, in August 1998. The book presents 107 revised full papers selected from 134 submissions. Also included are six invited presentations. The papers are organized in topical sections on structural matching and grammatical inference, recognition of 2D and 3D objects, document image analysis and recognition, handwritten character recognition, shape representation and image segmentation, learning methodologies, feature selection and extraction, statistical classification techniques, statistical pattern recognition, and rejection in pattern recognition.

Contents:

Error-tolerant graph matching: A formal framework and algorithms

Semantic content based image retrieval using object-process diagrams

Pattern recognition methods in image and video databases: Past, present and future

Efficient matching with invariant local descriptors

Torah codes: New experimental protocols

Integrating numerical and syntactic learning models for pattern recognition

Synthesis of function-described graphs

Marked subgraph isomorphism of ordered graphs

Distance evaluation in pattern matching based on frontier topological graph

Syntactic interpolation of fractal sequences

Minimizing the topological structure of line images

Genetic algorithms for structural editing

The noisy subsequence tree recognition problem

The path-connectedness in Z 2 and Z 3 and classical topologies

Object recognition from large structural libraries

Acquisition of 2-D shape models from scenes with overlapping objects using string matching

A taxonomy of occlusion in view signature II representations: A regular language for the representation of 3-D rigid solid objects

Skeletonizing volume objects part II: From surface to curve skeleton

A survey of non-thinning based vectorization methods

A benchmark for Raster to vector conversion systems

Network-based recognition of architectural symbols

Recovering image structure by model-based interaction map

An improved scheme to fingerprint classification

Character recognition with k-head finite array automata

Using semantics in matching cursive Chinese handwritten annotations

Concavity detection using a binary mask-based approach

Structural indexing of line pictures with feature generation models

Nonlinear covariance for multi-band image data

A neural network for image smooothing and segmentation

Prototyping structural descriptions: An inductive learning approach

Neural network based learning of local compatibilities for segment grouping

Constrained attribute grammars for recognition of multi-dimensional objects

Object recognition using sequential images and application to active vision

Recognizing partially visible 2-D non-rigid wire-shapes

XFF: A simple method to extract fractal features for 2D object recognition

Tracking of rotating objects

Efficient implementation of regulated morphological operations based on directional interval coding

Clique-to-clique distance computation using a specific architecture

Algebraic view of grammatical inference

Remarks on the notation of coordinate grammars

A structural classifier to automatically identify form classes

Towards efficient structural analysis of mathematical expressions

The topological consistence of path connectedness in regular and irregular structures

Content-based image indexing and retrieval: A syntactical approach

Knowledge-based recognition of crosshatched areas in engineering drawings

Information extraction from document images using white space and graphics analysis

Multi-interval discretization methods for decision tree learning

Handwritten digit recognition through inferring graph grammars. A first appproach

Optical character recognition: Neural network analysis of hand-printed characters

Structural boundary feature extraction for printed character recognition

Locating segmentation regions of connected handwritten digits

Recognition on handwritten digits based on their topological and morphological properties

Perceptual features for off-line handwritten word recognition: A framework for heuristic prediction, representation and matching

On structural modelling for omnifont and handwritten character recognition

Image segmentation by label anisotropic diffusion

Classifier-independent feature selection for two-stage feature selection

Feature selection for a nonlinear classifier

Regularization by adding redundant features

Feature selection expert - User oriented approach

Structures of the covariance matrices in the classifier design

Outlier detection using classifier instability

Distribution free decomposition of multivariate data

Classifier conditional posterior probabilities

Editing prototypes in the finite sample size case using alternative neighborhoods

Image classification using a stochastic model that reflects the internal structure of mixels

Nearest neighbors in random subspaces

A model for non-stationary time series analysis with clustering methods

Robust cluster analysis via mixtures of multivariate t-distributions

Consistent set estimation in k-dimensions : An efficient approach

A statistical theory of shape

Accurate detection and characterization of corner points using circular statistics and fuzzy clustering

An approximate nearest neighbours search algorithm based on the Extended General Spacefilling Curves Heuristic

A pretopological approach for pattern classification with reject options

Optimizing the error/reject trade-off for a multi-expert system using the Bayesian combining rule

Optimum decision rules in pattern recognition

On unifying probabilistic/fuzzy and possibilistic rejection-based classifiers

Rejection versus error in a multiple experts environment

Distance rejection in the context of electric power system security assessment based on automatic learning

On virtually binary nature of probabilistic neural networks

Linear discriminant analysis for two classes via recursive neural network reduction of the class separation

Modified minimum classification error learning and its application to neural networks

Applying voting to segmentation of MR images

Segmentation of natural images using hierarchical and syntactic methods

Nonlinear variance measures in image data

Non-linear mapping for feature extraction

MDL-based selection of the number of components in mixture models for pattern classification

Stepwise selection of perceptual texture features

Pattern classification with noisy features

Features for the classification of marine microfossils

A statistical clustering model and algorithm

BANG-Clustering: A novel grid-clustering algorithm for huge data sets

Set partition principles revisited

Pattern classification based on local learning

Comparison of different methods for testing the significance of classification efficiency

Non-Gaussian stochastic model for analysis of automatic detection/recognition

Fast median search in metric spaces

Generalised syntactic pattern recognition as a unifying approach in image analysis

Minimal sample size in grammatical inference a bootstrapping approach

A statistical approach to structure and motion from image features

A hierarchical classifier for multifont digits

Multi-level arabic handwritten words recognition

Mixtures of principal components Gaussians for density estimation in high dimension data spaces

Characterization and classification of printed text in a multiscale context

Analysis of Gabor parameters for handwritten numeral recognition by experimental design

A new cost function for typewritten digits segmentation

Learning parameters of Gibbs random fields using unconditional and conditional MLE of potentials

A nonparametric data mapping technique for active initialization of the multilayer perceptron

Pattern recognition learning applied to stereovision matching

Human verification using 3D-gray-scale face image

Subject-based modular eigenspace scheme for face recognition

Unsupervised texture segmentation

Invisible modification of the palette color image enhancing lossless compression

A statistical model for an automatic procedure to compress a word transcription dictionary.

Other Format:

Printed edition:

ISBN:

978-3-540-68526-5

9783540685265

Access Restriction:

Restricted for use by site license.