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Rafael C. Gonzalez received the B. He served as Chairman of the department from through He also founded Perceptics Corporation in and was its president until The last three years of this period were spent under a full-time employment contract with Westinghouse Corporation, who acquired the company in Under his direction, Perceptics became highly successful in image processing, computer vision, and laser disk storage technology. In its initial ten years, Perceptics introduced a series of innovative products, including: The world's first commercially-available computer vision system for automatically reading the license plate on moving vehicles; a series of large-scale image processing and archiving systems used by the U.
Navy at six different manufacturing sites throughout the country to inspect the rocket motors of missiles in the Trident II Submarine Program; the market leading family of imaging boards for advanced Macintosh computers; and a line of trillion-byte laserdisc products. He is a frequent consultant to industry and government in the areas of pattern recognition, image processing, and machine learning. Brooks Distinguished Professor Award.
Dougherty Award for Excellence in Engineering in Gonzalez is author or co-author of over technical articles, two edited books, and four textbooks in the fields of pattern recognition, image processing and robotics. His books are used in over universities and research institutions throughout the world.
He ii is the co-holder of two U. Richard E. Woods earned his B. A veteran hardware and software developer, Dr.
Woods currently serves on several nonprofit educational and media-related boards, including Johnson University, and was recently a summer English instructor at the Beijing Institute of Technology. He is the holder of a U. Patent in the area of digital image processing and has published two textbooks, as well as numerous articles related to digital signal processing.
We're sorry! We don't recognize your username or password. Please try again. The work is protected by local and international copyright laws and is provided solely for the use of instructors in teaching their courses and assessing student learning. You have successfully signed out and will be required to sign back in should you need to download more resources. Digital Image Processing, 4th Edition. Gonzalez, University of Tennessee Richard E.
Woods, MedData Interactive. Provide an introduction to basic concepts and methodologies applicable to digital image processing Timely, highly readable, and heavily illustrated with numerous examples of practical significance.
This edition contains new images, new drawings, and new exercises. Focuses on the fundamental material whose scope of application is not limited to the solution of specialized problems Updated with feedback from an extensive survey that involved faculty, students, and independent readers of the book in institutions from 30 countries.
A complete update of the image pattern recognition chapter to incorporate new material on deep neural networks, backpropagation, deep learning, and, especially, deep convolutional neural networks. Coverage of graph cuts and their application to segmentation. A discussion of superpixels and their use in region segmentation. An introduction to segmentation using active contours snakes and level sets.
Material related to exact histogram matching. Coverage of the fundamentals of spatial filtering, image transforms, and finite differences with a focus on edge detection.
Two new chapters: A chapter dealing with active contours for image segmentation, including snakes and level sets. A chapter that brings together wavelets, several new transforms, and many of the image transforms that were scattered throughout the book. The MATLAB functions required to solve all the projects in the book are provided in executable, p-code format which makes it possible for projects to be assigned solely for the purpose of experimenting with image processing concepts, without having to write a single line of code.
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Basic Information. ISBN number Publisher: Pearson 13 chapters. As in the and editions by Gonzalez and Wintz, and the , , and editions by Gonzalez and Woods, this sixth-generation edition was prepared with students and instructors in mind. The principal objectives of the book continue to be to provide an introduction to basic concepts and methodologies applicable to digital image processing, and to develop a foundation that can be used as the basis for further study and research in this field.
The material is timely, highly readable, and illustrated with numerous examples of practical significance. All mainstream areas of image processing are covered, including image fundamentals; image filtering and enhancement in the spatial and frequency domains; image restoration and reconstruction; color image processing; wavelets and other image transforms; image compression and watermarking; morphology; segmentation using "classical" methods; segmentation using graph cuts, superpixels, snakes, and level sets; image feature extraction, including the scale-invariant image transform SIFT ; and image pattern classification, including fully-connected and convolutional neural networks, and deep learning.
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About the Author Rafael C. Gonzalez received the B. He served as Chairman of the department from through He also founded Perceptics Corporation in and was its president until The last three years of this period were spent under a full-time employment contract with Westinghouse Corporation, who acquired the company in Under his direction, Perceptics became highly successful in image processing, computer vision, and laser disk storage technology.
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