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Digital Image Processing and Analysis

Two Volume Set

Scott E Umbaugh (Southern Illinois University, Edwardsville, USA)

$347

Mixed media product

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English
Taylor & Francis Ltd
18 January 2023
1) Learn how to develop computer vision application algorithms

2) Learn to use software tools for analysis and development

3) Learn underlying processes need for image analysis

4) Learn concepts so that the reader can develop their own algorithms

5) Software tools provided

By:  
Imprint:   Taylor & Francis Ltd
Country of Publication:   United Kingdom
Edition:   4th edition
Dimensions:   Height: 234mm,  Width: 156mm, 
Weight:   3.280kg
ISBN:   9781032071282
ISBN 10:   1032071281
Pages:   928
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Mixed media product
Publisher's Status:   Active
Volume 1: Chapter 1: Digital Image Processing and Analysis Chapter 2: Computer Vision Development Tools Chapter 3: Image Analysis and Computer Vision Chapter 4: Edge, Line and Shape Detection Chapter 5: Segmentation Chapter 6: Feature Extraction and Analysis Chapter 7: Pattern Classification Chapter 8: Application Development Tools Volume 2: Chapter 1: Digital Image Processing and Analysis Chapter 2: Image Processing Development Tools Chapter 3: Digital Image Processing and Visual Perception Chapter 4: Discrete Transforms Chapter 5: Transform Filters, Spatial Filters and the Wavelet Transform Chapter 6: Image Enhancement Chapter 7: Image Restoration and Reconstruction Chapter 8: Image Compression

Dr. Scott E Umbaugh is a Distinguished Research Professor of Electrical and Computer Engineering 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 30 years. His professional interests include computer vision and 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 author or co-author of numerous technical papers, two edited books, and multiple editions of his textbooks on computer vison and image processing. 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 Toolbox.

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