Computer Vision and Image Analysis : (Record no. 6636)

MARC details
000 -LEADER
fixed length control field 02418 a2200193 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251009162917.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 251009b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781032071299
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Item number UmbC
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Umbaugh, Scott E
245 ## - TITLE STATEMENT
Title Computer Vision and Image Analysis :
Remainder of title Digital Image Processing and Analysis /
Statement of responsibility, etc Scott E Umbaugh
250 ## - EDITION STATEMENT
Edition statement 4th ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication CRC :
Name of publisher Boca Raton ,
Year of publication ©2023.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xix,420p.
520 ## - SUMMARY, ETC.
Summary, etc 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. 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.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Computer Vision Development Tools
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Artificial Intelligence
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number Full call number Accession Number Print Price Bill Date/Price effective from Koha item type
      Electrical Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 07/10/2025 Shah Book House 8648.01 SBH/28599 006.3 UmbC (12176) 12176 12354.30 07/10/2025 Books