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Advances in Pattern Recognition and Applications - F. Casacuberta

Advances in Pattern Recognition and Applications

By: F. Casacuberta (Editor), A. Sanfeliv (Editor)

Hardcover Published: 1994
ISBN: 9789810218720
Number Of Pages: 288

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These proceedings present the state of the art in Spanish research on pattern recognition, image processing, speech recogintion, and artificial neural networks. Applications to medicine, geology and control are also discussed.

A New Criterion for Approximating in a Recent Version with Linear Preprocessing of the Aesa Algorithmp. 3
Comparative Study of Consistency-Based and Adaptive Methods for Selecting Reduced Sets of Prototypes for Nearest-Neighbour Classifiersp. 12
Fuzzy Clustering with Partial Supervision Using an Extended Set of Prototypesp. 24
Optimization of the Backpropagation Learning Algorithm by Using Adaptive Accuracy of Weightsp. 36
Inference and Recognition of Regular Grammars by Training Recurrent Neural Networks to Learn the Next-Symbol Prediction Taskp. 48
Simple and Effective Feature Extraction for Optical Character Recognitionp. 60
General Motion Estimation and Segmentation Based on Markov Random Field Modelsp. 75
Tailleur: The Tailor Problemp. 85
A New Approach to the Problem of Representing Planar Curvesp. 95
A Robust Method for Computing 2D Projective Invariants of 3D Object Verticesp. 106
Bayesian Deconvolution of Galaxies and Planetsp. 118
Unsupervised Hierarchical Image Segmentation Using Compound Random Fieldsp. 125
Digital Image Processing Techniques Applied to the Automatic Identification and Quantification of Aminoacids in Neonatal Screeningp. 137
Convex Constraints on the Residual and 3D Reconstruction from Projections: Proposal of a General Art and its Parallel Implementationp. 146
Line Drawing Interpretation as Polyhedral Objects to Man-Machine Interaction in CAD Systemsp. 158
A New Visual Enhancement Method for Rectilinear and Concentric Elements in Geological Remote Sensingp. 170
Design of Correlation Spatial Filters for Optical Pattern Recognitionp. 181
Circular Harmonic Minimum Average Correlation Energy Filter for Rotation Invariant Pattern Recognitionp. 193
Linguistic Decoding of Spanish Continuous Speech with Hidden Markov Modelsp. 207
A New Algorithm for Finding the N-Best Sentence Hypotheses in Continuous Speech Recognitionp. 218
A Preliminary Approach to the Syntactic-Semantic Analysis of Spoken Spanish Queries to a Geographic Databasep. 229
An Error Model Based on the Semi-Continuous Extension of the k-TSSI Algorithm for Automatic Speech Recognition Tasksp. 238
Speech Recognition in Noisy Environments Using Discrete Hidden Markov Modelsp. 246
A Speech Recognition System Based on Hidden Markov Models and Neural Netsp. 256
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9789810218720
ISBN-10: 9810218729
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 288
Published: 1994
Publisher: World Scientific Publishing Co Pte Ltd
Country of Publication: SG
Dimensions (cm): 22.0 x 15.88  x 1.27
Weight (kg): 0.5

Earn 319 Qantas Points
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