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| HANDBOOK OF PATTERN RECOGNITION AND IMAGE PROCESSING, 1
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To order this title, and for more information, click here
By
Andrew Young, Amylin Pharmaceuticals Inc., San Diego, CA, USA
Description
This practical handbook provides a broad overview of the major elements of pattern recognition and image processing (PRIP). Currently
the only handbook in the field, it is designed as a source of "quick answers" for those interested in the theoretical development and
practical applications of PRIP techniques.
Twenty years of research, development, and innovations in applications are documented in
this comprehensive work. Written by leading researchers in the field, chapters deal with
statistical and syntactic pattern recognition
feature selection and extraction
cluster analysis
image enhancement and restoration
shapes, texture, and motion
computer vision
computer
systems and architectures for image processing and various industrial and biomedical applications.
Engineers, computer scientists, other
professionals, and students interested in applying PRIP techniques will find the Handbook of Pattern Recognition and Image Processing
to be an invaluable reference source.
Audience
Audience: Computer scientists in artificial intelligence, data processing and information retrieval, programming, logic design, and computer
graphics; electronics engineers; medical physicists; control engineers; physicists in methodology and instrumentation; earth and space
scientists in remote sensing; and analytical chemists.
Contents
Pattern Recognition: K. Fukunaga, Statistical Pattern Classification. A.K. Jain, Cluster Analysis. J. Kittler, Feature Selection and Extraction.
K.S. Fu, Syntactic Pattern Recognition. M.G. Thomason, Syntactic Pattern Recognition: Stochastic Languages. L.N. Kanal and G.R. Dattatreya,
Problem Solving Methods for Pattern Recognition. Image Processing and Understanding: A. Habibi, Image Coding. R.C. Gonzalez, Image Enhancement
and Restoration. R. Nevatia, Image Segmentation. L.S. Davis, Two-dimensional Shape Representation. R.M. Haralick, Statistical Image Texture
Analysis. R.L. Kashyap, Image Models. A. Mitiche and J.K. Aggarwal, Computational Analysis of Time-Varying Images. T.S. Huang, Determining
Three-Dimensional Motion/Structure from Two Perspective Views. A. Rosenfeld, Computer Vision. Systems and Architectures: S.-K. Chang,
Image Database Systems. K. Preston, Jr., Cellular Logic Arrays for Image Processing. L. Uhr, Parallel Architectures for Image Processing,
Computer Vision and Pattern Perception. T.Y. Young and P.S. Liu, VLSI Array Architecture for Pattern Analysis and Image Processing. Applications:
R. De Mori and D. Probst, Computer Recognition of Speech. C.H. Chen, Seismic and Underwater Acoustic Waveform Analysis. R.G. Shiavi and
J.R. Bourne, Methods of Biological Signal Processing. C.Y. Suen, Character Recognition by Computer and Applications. R.T. Chin, Algorithms
and Techniques for Automated Visual Inspection. P.H. Swain, Remote Sensing. J. Sklansky, P.V. Sankar and R.J. Walter, Jr., Biomedical
Image Analysis. A.C. Kak and B.A. Roberts, Reconstruction from Projections: Applications in Computerized Tomography. Index.
| Bibliographic details |
Hardbound, 705 pages, publication date: APR-1986
ISBN-13: 978-0-12-774560-2
ISBN-10: 0-12-774560-2
Imprint: ACADEMIC PRESS
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| Price and Ordering |
Price:
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EUR 230.95
GBP 196
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Last update: 7 Sep 2009
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