Pattern Recognition and Artificial Intelligence
Published on 11. December 2013
632 pages
978-0-323-14420-9 (ISBN)
Description
Pattern Recognition and Artificial Intelligence contains the proceedings of the Joint Workshop on Pattern Recognition and Artificial Intelligence held in Hyannis, Massachusetts, on June 1-3, 1976. The papers explore developments in pattern recognition and artificial intelligence and cover topics ranging from scene analysis and data structure to syntactic methods, biomedicine, speech recognition, game-playing programs, and computer graphics. Grammar inference methods, image segmentation and interpretation, and relational databases are also discussed. This book is comprised of 29 chapters and begins with a description of a data structure that can learn simple programs from training samples. The reader is then introduced to the syntactic parts of pattern recognition systems; methods for multidimensional grammatical inference; a scene analysis system capable of finding structure in outdoor scenes; and a language called DEDUCE for relational databases. A sculptor's studio-like environment, in which the ""sculptor"" can create complex three-dimensional objects in the computer similar to molding a piece of clay in the machine, is also described. The remaining chapters focus on statistical and structural feature extraction; use of maximum likelihood functions for recognition of highly variable line drawings; region extraction using boundary following; and interactive screening of reconnaissance imagery. This monograph will be of interest to engineers, graduate students, and researchers in the fields of pattern recognition and artificial intelligence.
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01/1976
Academic Press
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Content
List of ContributorsPrefaceA Data Structure Which Can Learn Simple Programs from Examples of Input-OutputTime/Space Tradeoff from the Viewpoint of Grammatical SimilaritySome Multidimensional Grammar Inference MethodsFinding Structure in Outdoor ScenesMolding Computer Clay-Steps toward a Computer Graphics Sculptors' StudioDeduce-A Deductive Query Language for Relational DatabasesOn Statistical and Structural Feature ExtractionOn the Recognition of Highly Variable Line Drawings through Use of Maximum Likelihood FunctionsA Minicomputer Based Real Time Eye Tracking System for Pattern Recognition ApplicationsDesign of Optimal Feature Extractors by Mathematical Programming TechniquesTypological Selection of ParametersRegion Extraction Using Boundary FollowingComputer-Aided Diagnosis of Breast Cancer from ThermographyStructural Isomorphism of Picture GraphsTree Languages and Syntactic Pattern RecognitionAcquisition and Utilization of Access Patterns in Relational Data Base ImplementationPatterns of Induction and Associated Knowledge Acquisition AlgorithmsPictorial Medical Pattern RecognitionDistance Measures for Speech Recognition-Psychological and InstrumentalSyntactic Pattern Recognition on the Basis of Functional ApproximationA Program for Learning to Play ChessInteractive Screening of Reconnaissance ImageryAn Iconic/Symbolic Data Structuring SchemeIGS: A Paradigm for Integrating Image Segmentation and InterpretationPattern Recognition Using Degenerate Reference DataSerial Pattern Acquisition: A Production System ApproachDABI-A Database for Image Analysis with Non Deterministic Inference CapabilityRelaxation Labeling, Local Ambiguity, and Low-Level VisionSubject Index
