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During the past two decades there has been a considerable growth in interest in problems of pattern recognition and image processing (PRIP). This inter- est has created an increasing need for methods and techniques for the design of PRIP systems. PRIP involves analysis, classification and interpretation of data. Practical applications of PRIP include character recognition, re- mote sensing, analysis of medical signals and images, fingerprint a...

During the past two decades there has been a considerable growth in interest in problems of pattern recognition and image processing (PRIP). This inter­ est has created an increasing need for methods and techniques for the design of PRIP systems. PRIP involves analysis, classification and interpretation of data. Practical applications of PRIP include character recognition, re­ mote sensing, analysis of medical signals and images, fingerprint a...

The many different mathematical techniques used to solve pattem recognition problems may be grouped into two general approaches: the decision-theoretic (or discriminant) approach and the syntactic (or structural) approach. In the decision-theoretic approach, aset of characteristic measurements, called features, are extracted from the pattems. Each pattem is represented by a feature vector, and the recognition of each pattem is usually made by ...

Since its publication in 1976, the original volume has been warmly received. We have decided to put out this updated paperback edition so that the book can be more accessible to students. This paperback edition is essentially the same as the original hardcover volume except for the addition of a new chapter (Chapter 7) which reviews the recent advances in pattern recognition and image processing. Because of the limitations of length, we can on...

A hierarchical data structure scheme for storing pictures.- Hierarchical data structures for picture storage, retrieval and classification.- Convex polygons, hypercubes, and encoding techniques.- Structural descriptions and graph grammars.- Picture syntax.- Similarity retrieval techniques.- Designing an image based information system.- Image database management for pattern information processing studies.- Picture paging for efficient image pro...