The Art of Image Processing with Java

1. Auflage 2010
ISBN: 978-1-56881-717-0
Verlag: Taylor & Francis Inc

Buch, Englisch, 300 Seiten, Format (B × H): 197 mm x 243 mm, Gewicht: 877 g

While most other image processing texts approach this subject from an engineering perspective, The Art of Image Processing with Java places image processing within the realm of both engineering and computer science students by emphasizing software design. Ideal for students studying computer science or software engineering, it clearly teaches them the fundamentals of image processing. Accompanied by rich illustrations that demonstrate the results of performing processing on well-known art pieces, the text builds an accessible mathematical foundation and includes extensive sample Java code. Each chapter provides exercises to help students master the material.

Zielgruppe

For people in engineering, computer science, software design, digital imagery, art, and image processing.

Autoren/Hrsg.

Hunt, Kenny A.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

Introduction

What Is Digital Image Processing?

Why Digital Image Processing?

Optics and Human Vision

Light

Camera Optics

Human Visual System

Digital Images

Introduction

Color

Digital Images

Acquisition

Display

Digital Images in Java

Overview

Image Structure

Java’s Imaging Library

Point Processing Techniques

Overview

Rescaling (Contrast and Brightness)

Lookup Tables

Gamma Correction

Pseudo Coloring

Histogram Equalization

Arithmetic Image Operations

Logical Image Operations

Alpha Blending

Other Blending Modes

Regional Processing Techniques

Overview

Convolution

Smoothing

Edges

Edge Enhancement

Rank Filters

Template Matching and Correlation

Geometric Operations

Affine Transformations

Custom Implementation

Nonlinear Transformations

Image Printing and Display

Halftoning

Thresholding

Patterning

Random Dithering

Dithering Matrices

Error Diffusion Dithering

Color Dithering

Frequency Domain

Overview

Image Frequency

Discrete Cosine Transform

Discrete Fourier Transform

Wavelets

Image Compression

Overview

Run Length Coding

Hierarchical Coding

Predictive Coding

JPEG Case Study

GIF Case Study

Digital Data Embedding

Morphological Image Processing

Components

Component Labeling

Dilation and Erosion

Opening and Closing

Component Representation

Component Features

Image Segmentation

Advanced Programming

Overview

Concurrency

JAI

Appendix A: Floating Point Rasters

Appendix B: Scanners

References

Index

Exercises appear at the end of each chapter

Über Autor(innen)

Hunt, Kenny A.
Kenny Hunt got a pretty quick start at signal processing and engineering. He built his first crystal radio set at the age of 11 so that he could listen to St. Louis Cardinals baseball games at night hiding under the covers of his bed. Although he aspired to become a famous artist, economic realities and the possession of a disadvantaged skill set pushed him in another direction. He went on to obtain a B.S. in Electrical Engineering from the Southern Illinois University at Edwardsville and confesses to skipping classes in favor of Thursday afternoon Cardinal baseball games at Bush Stadium. After working as an electrical engineer for seven years, he went on to acquire a Ph.D. in Computer Science from the University of Iowa. Dr. Hunt now teaches in the undergraduate Computer Science program as well as the Masters of Software Engineering program at the University of Wisconsin-La Crosse.