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Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
|---|---|---|---|---|---|
Searching... | 30000002496812 | TK7882.P3 H36 1986 | Open Access Book | Book | Searching... |
Searching... | 30000000552095 | TK7882.P3 H36 1986 | Open Access Book | Book | Searching... |
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Summary
Summary
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 withstatistical and syntactic pattern recognitionfeature selection and extractioncluster analysisimage enhancement and restorationshapes, texture, and motioncomputer visioncomputer 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.
Table of Contents
| Pattern Recognition |
| Statistical Pattern ClassificationK. Fukunaga and A. Mitiche and J.K. Aggarwal and T.S. Huang |
| Cluster AnalysisA.K. Jain |
| Feature Selection and ExtractionJ. Kittler |
| Syntactic Pattern RecognitionK.S. Fu |
| Syntactic Pattern Recognition: Stochastic LanguagesM.G. Thomason |
| Problem Solving Methods for Pattern RecognitionL.N. Kanal and G.R. Dattatreya |
| Image Processing and Understanding |
| Image CodingA. Habibi |
| Image Enhancement and RestorationR.C. Gonzalez |
| Image SegmentationR. Nevatia |
| Two-dimensional Shape RepresentationL.S. Davis |
| Statistical Image Texture AnalysisR.M. Haralick |
| Image ModelsR.L. Kashyap |
| Computational Analysis of Time-Varying ImagesA. Mitiche and J.K. Aggarwal |
| Determining Three-Dimensional Motion/Structure from Two Perspective ViewsT.S. Huang |
| Computer VisionA. Rosenfeld |
| Systems and Architectures |
| Image Database SystemsS.-K. Chang |
| Cellular Logic Arrays for Image ProcessingK. Preston Jr |
| Parallel Architectures for Image Processing, Computer Vision and Pattern PerceptionL. Uhr |
| VLSI Array Architecture for Pattern Analysis and Image ProcessingT.Y. Young and P.S. Liu |
| Applications |
| Computer Recognition of SpeechR. De Mori and D. Probst |
| Seismic and Underwater Acoustic Waveform AnalysisC.H. Chen |
| Methods of Biological Signal ProcessingR.G. Shiavi and J.R. Bourne |
| Character Recognition by Computer and ApplicationsC.Y. Suen |
| Algorithms and Techniques for Automated Visual InspectionR.T. Chin |
| Remote SensingP.H. Swain |
| Biomedical Image AnalysisJ. Sklansky and P.V. Sankar and R.J. Walter, Jr. |
| Reconstruction from Projections: Applications in Computerized TomographyA.C. Kak and B.A. Roberts |
| Index |
