Digital Image Processing and Analysis

Dr. Scott E Umbaugh is a Professor and Graduate Program Director for the Department of Electrical and Computer Engineering at Southern Illinois University Edwardsville (SIUE). He is also the Director of the Computer Vision and Image Processing (CVIP) Laboratory at SIUE. He has been teaching computer vision and image processing, as well as computer and electrical engineering design, for over 25 years. His professional interests include digital image processing education, research and development of both human and computer vision applications, and engineering design education. Prior to his academic career, Dr. Umbaugh worked as a computer design engineer and project manager in the avionics and telephony industries. He has been a computer imaging consultant since 1986 and has provided consulting services for the aerospace, medical and manufacturing industries with projects ranging from automatic identification of defects in microdisplay chips to analysis of thermographic images for clinical diagnosis of brain disease. He has performed research and development for projects funded by the National Institutes of Health, the National Science Foundation and the U. S. Department of Defense. Dr. Umbaugh is the author or co-author of numerous technical papers, two edited books, and four textbooks in the fields of computer vison, image processing and pattern recognition. His books are used at academic and research organizations throughout the world. He has served on editorial boards and as a reviewer for a variety of IEEE journals and has evaluated research monographs and textbooks in the imaging field. Dr. Umbaugh received his B.S.E. degree with honors from Southern Illinois University Edwardsville in 1982, M.S.E.E. in 1987 and Ph.D. in 1990 from the Missouri University of Science and Technology, where he was a Chancellor's Fellow. He is a senior member of the Institute of Electrical and Electronic Engineers (IEEE), a member of Sigma Xi and the International Society for Optical Engineering (SPIE). Dr. Umbaugh is also the primary developer of the CVIPtools software package and the associated CVIP Matlab Tooolbox.

Preface

Acknowledgments

Author

Section I Introduction to Digital Image Processing and Analysis

1 Digital Image Processing and Analysis

2 Digital Image Processing Systems

Section II Digital Image Analysis and Computer Vision

3 Introduction to Digital Image Analysis

4 Segmentation and Edge/Line Detection

5 Discrete Transforms

6 Feature Analysis and Pattern Classification

Section III Digital Image Processing and Human Vision

7 Digital Image Processing and Visual Perception

8 Image Enhancement

9 Image Restoration and Reconstruction

10 Image Compression

Section IV Application Development with the Matlab CVIP Toolbox and CVIPtools

11 Matlab CVIP Toolbox and CVIPlab

12 Application Development

Appendices

Index