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Image Processing with LabVIEW and IMAQ Vision / Edition 1
     

Image Processing with LabVIEW and IMAQ Vision / Edition 1

by Thomas Klinger
 

ISBN-10: 0130474150

ISBN-13: 9780130474155

Pub. Date: 06/25/2003

Publisher: Prentice Hall

Image Processing with LabVIEW and IMAQ Vision is the definitive tutorial on desktop imageprocessing with NI's breakthrough IMAQ Vision software. It delivers everything professionals willneed to get results: a highly accessible overview of the field's key concepts, tools, andtechniques; a start-to-finish IMAQ VISION tutorial; several complete application

Overview

Image Processing with LabVIEW and IMAQ Vision is the definitive tutorial on desktop imageprocessing with NI's breakthrough IMAQ Vision software. It delivers everything professionals willneed to get results: a highly accessible overview of the field's key concepts, tools, andtechniques; a start-to-finish IMAQ VISION tutorial; several complete application case studies; anextensive CD-ROM library of code and image samples, and a complete trial version of NI VisionBuilder for Automated Inspection for Windows.

Product Details

ISBN-13:
9780130474155
Publisher:
Prentice Hall
Publication date:
06/25/2003
Series:
National Instruments Virtual Instrumentation Series
Pages:
368
Product dimensions:
7.00(w) x 9.10(h) x 0.90(d)

Table of Contents

List of Figures.

List of Tables.

List of Exercises.

Preface

1. Introduction and Definitions.

Introduction. Structure of This Book. Software and Hardware Requirements. Some Definitions. What Is an Image? The Difference: Image Processing or Image Analysis? Finally: Machine Vision. Real Time or “Really Fast”? Virtual Instrumentation. Introduction to IMAQ Vision Builder. IMAQ Vision Builder Environment. Acquiring Images. Vision Builder Functions. Creating Script Files. Creating LabVIEWVIs. NI Vision Builder for Automated Inspection. Configuration Interface. Inspection Interface. VIII IMAGE Processing with LabVIEW and IMAQ Vision.

2. Image Acquisition.

Charge-Coupled Devices. Principle of Functionality. Properties. Realization of CCD Devices. Line-Scan Cameras. CMOS Image Sensors. Video Standards. Color Images. Color Models. Color Video Standards. Color in Digital Video. Other Image Sources. Ultrasound Imagers. Computed Tomography. Magnetic Resonance Imaging.

3. Image Distribution.

Frame Grabbing. Camera Interfaces and Protocols. IEEE1394 (FireWire). Universal Serial Bus (USB). Camera Link. Comparison of Digital Camera Interfaces. Compression Techniques. Lossless Compression. Lossy Compression. Image Standards. Windows Bitmap Format (BMP). Graphics Interchange Format (GIF). Tag Image File Format (TIFF 6.0). Portable Network Graphics Format (PNG). ZSoft Paintbrush File Format (PCX). JPEG/JFIF and JPEG2000 (JPG, J2K). Comparison of Image Standards. Digital Imaging and Communication in Medicine (DICOM). The DICOM 3.0 Standard. DICOM File Format. Contents IX. DICOM Image Storing. DICOM Functions in LabVIEW.

4. Image Processing.

Gray-Scale Operations. HistogramandHistograph. Using Look-up Tables (LuT). Spatial Image Filtering. Kernel Families. Image Smoothing. Edge Detection and Enhancement. Frequency Filtering. FFT Filtering: Truncate. FFT Filtering: Attenuate. Morphology Functions. Thresholding. Binary Morphology. Gray-Level Morphology.

5. Image Analysis.

Pixel Value Analysis. Line Profile. Quantify Areas. Centroid Function. Linear Averages. Edge Detection. Morphology Analysis. Quantitative Analysis. Particle Measurements. Image Calibration. Shape Matching. PatternMatching. Introduction. PatternMatching Techniques. Reading Instrument Displays. Analog Instrument Displays. Digital Instrument Displays. Character Recognition. X IMAGE Processing with LabVIEW and IMAQ Vision Text Reading (OCR). Bar Code Reading. Image Focus Quality. Application Examples. Moving Camera Supports EMC Test Automation. Object Detection and Counting in Public Places. Extracting GIS Data for TelecomNetworks fromCity Maps. Feedback Form Reader Using IMAQ Vision.

Bibliography.

Index.

About the Author.

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