Digital image processing and analysis : (Record no. 694017)
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000 -LEADER | |
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fixed length control field | 02559cam a22002294a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9781032071299 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.37 |
Edition number | 22 |
Item number | UMB |
084 ## - OTHER CLASSIFICATION NUMBER | |
Source of Number | Colon Classification |
100 1# - MAIN ENTRY--AUTHOR NAME | |
Personal name | Umbaugh, Scott E. |
245 10 - TITLE STATEMENT | |
Title | Digital image processing and analysis : |
Sub Title | Computer Vision and Image Analysis / |
Statement of responsibility, etc | Scott E Umbaugh. |
250 ## - EDITION STATEMENT | |
Edition statement | 4th ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Boca Raton : |
Name of publisher | Taylor & Francis, |
Year of publication | 2023. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xix, 420 p. : |
Other physical details | ill. (some col.) ; |
500 ## - GENERAL NOTE | |
General note | "A CRC title." |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
520 ## - SUMMARY, ETC. | |
Summary, etc | <br/><br/>Computer Vision and Image Analysis, focuses on techniques and methods for image analysis and their use in the development of computer vison applications. The field is advancing at an ever increasing pace, with applications ranging from medical diagnostics to space exploration. The diversity of applications is one of the driving forces that make it such an exciting field to be involved in for the 21st century. This book presents a unique engineering approach to the practice of computer vision and image analysis, which starts by presenting a global model to help gain an understanding of the overall process, followed by a breakdown and explanation of each individual topic. Topics are presented as they become necessary for understanding the practical imaging model under study, which provides the reader with the motivation to learn about and use the tools and methods being explored.<br/><br/>The book includes chapters on image systems and software, image analysis, edge, line and shape detection, image segmentation, feature extraction and pattern classification. Numerous examples, including over 500 color images are used to illustrate the concepts discussed. Readers can explore their own application development with any programming languages, including C/C++, MATLAB®, Python, and R, and software is provided for both the Windows/C/C++ and MATLAB®environments.<br/><br/>The book can be used by the academic community in teaching and research, with over 700 PowerPoint Slides and a complete Solutions Manual to the over 150 included problems. It can also be used for self-study by those involved with developing computer vision applications, whether they are engineers, scientists or artists. The new edition has been extensively updated and includes numerous problems and programming exercises that will help the reader and student to develop their skills.<br/> |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Computer vision. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Image processing |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Image analysis. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Umbaugh, Scott E. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home Library | Current Location | Shelving location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type | Source of classification or shelving scheme |
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Dept. of Computer Science | Dept. of Computer Science | 23/02/2024 | 006.37 UMB | DCS5151 | 23/02/2024 | Reference | Dewey Decimal Classification | ||||||
Non-fiction | Dept. of Futures Studies | Dept. of Futures Studies | General Stacks | 24/07/2023 | 006.37 UMB | DFS4602 | 24/07/2023 | Book |