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Practical Handbook on Image Processing for Scientific Applications / Edition 1

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Overview

The Practical Handbook on Image Processing for ScientificApplications is a practical guide for the natural and technical sciences community in image processing. Students, practitioners, and researchers can gain immediate access to a sound basic knowledge of image processing by referencing general principles in the natural sciences. The handbook is organized according to the hierarchy of tasks required. Carefully selected algorithms are described in detail and demonstrated with real-world applications that show the reader how to solve complex image processing tasks.

400+ illustrations, covers image formation, digitalization, pixels, restoration, from objects to images, etc.

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Editorial Reviews

Booknews
Organized by the tasks required to acquire images and to analyze them. The step-by-step instructions for each task are augmented with an outline of concepts and theoretical background; test images and annotated algorithms; demonstrations using applications; and reference data. Covers all aspects of image processing from image formation to image analysis. In his descriptions, the author references general principles in the natural sciences so that students, practitioners, and researchers can gain immediate access to knowledge. Annotation c. by Book News, Inc., Portland, Or.
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Product Details

  • ISBN-13: 9780849389061
  • Publisher: CRC Press
  • Publication date: 4/4/1997
  • Edition description: Older Edition
  • Edition number: 1
  • Pages: 608
  • Product dimensions: 7.52 (w) x 10.33 (h) x 1.35 (d)

Table of Contents

1 Introduction 1
2 Tasks and Tools 31
I From Objects to Images 51
3 Quantitative Visualization 53
4 Image Formation 121
5 Imaging Sensors 173
6 Digitalization and Quantization 203
II Enhancing, Restoring, and Reconstructing Images 239
7 Pixels 241
8 Geometry 263
9 Restoration and Reconstruction 287
III From Images to Features 307
10 Neighborhoods 309
11 Regions 351
12 Edges and Lines 387
13 Orientation and Velocity 415
14 Scale and Texture 441
IV From Features to Objects 471
15 Segmentation 473
16 Size and Shape 485
17 Classification 509
App. A Notation 523
App. B Mathematical Toolbox 529
App. C: Glossary 537
Bibliography 577
Index 582
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