Image acquisition and preprocessing for machine vision systems / Pradip K. Sinha.

Format:

Book

Author/Creator:

Sinha, P. K. (Pradip K.), 1947- author.

Contributor:

Society of Photo-Optical Instrumentation Engineers.

Series:

SPIE monograph ; PM197.

SPIE digital library

Press monograph ; 197

Language:

English

Subjects (All):

Computer vision.

Identification.

Electronic data processing--Data preparation.

Electronic data processing.

Genre:

Electronic books.

Physical Description:

1 online resource (716 pages) : illustrations, digital file.

Place of Publication:

Bellingham, Wash. : SPIE, 2012.

System Details:

Mode of access: World Wide Web.

text file

Summary:

Image Acquisition and Pre-Processing for Machine Vision Systems provides a unique combination of the operational details of imaging hardware and analytical theories of low-level image processing functions. By a skilful blend of optics, stage lighting, and framegrabber descriptions, and detailed theories of CCD and CMOS image sensors, image formation, and camera calibration, the image acquisition part of the book provides a comprehensive reference text for image acquisition. The pre-processing part brings together a wide range of enhancement and filtering kernels and imaging functions through well-structured analytical bases. With unified coverage of image acquisition modules and pre-processing functions, this book bridges the gaps between hardware and software on one hand and theory and applications on the other. With its detailed coverage of imaging hardware and derivations of pre-processing kernels, it is a useful design reference for students, researchers, application and product engineers, and systems integrators.

Contents:

Preface

Acknowledgments

Acronyms and abbreviations

Chapter 1. Introduction

Chapter 2. Human vision

Chapter 3. Image-forming optics

Chapter 4. Scene illumination

Chapter 5. Image sensors

Chapter 6. Imaging hardware

Chapter 7. Image formation

Chapter 8. Camera calibration

Chapter 9. Gray-level transformation

Chapter 10. Spatial transformation

Chapter 11. Spatial filtering

Chapter 12. Discrete Fourier transform

Chapter 13. Spatial frequency filters

Chapter 14. Review of image parameters

Appendix A. Fourier transformation

Appendix B. Sampling

Appendix C. Discrete Fourier transform

Appendix D. Time-frequency mapping.

Notes:

"SPIE Digital Library."--Website.

Includes bibliographical references.

Title from PDF title page (SPIE eBooks Website, viewed 2012-01-02).

Other Format:

Print version

ISBN:

9780819482037

OCLC:

758002086

Access Restriction:

Restricted for use by site license.