Digital Image Processing (4th Edition) - Rafael C. Gonzalez, Richard E. Woods

Digital Image Processing (4th Edition)

Rafael C. Gonzalez, Richard E. Woods

出版社

Pearson

出版时间

2017-03-30

ISBN

9780133356724

评分

★★★★★
AI导读
核心看点
  • 数字图像处理领域经典教材,内容全面系统
  • 涵盖采样量化、频域变换及图像增强等核心技术
  • 第四版新增神经网络内容,紧跟技术前沿
适合谁读
  • 计算机视觉与图像处理方向的研究生
  • 具备微积分、线代基础的计算机专业本科生
  • 从事图像算法研发的初级工程师
读前提醒
  • 强烈建议阅读英文原版,避免中文译本错误
  • 需具备信号处理及概率论数学基础
  • 篇幅较长,建议结合代码实践辅助理解
读者共识
  • 公认的经典之作,适合作为工具书查阅
  • 中文版翻译质量差,严重误导,慎选
  • 理论深厚,数学公式多,入门有一定门槛

本导读基于书籍简介、目录、原文摘录、短评和书评生成,不等同于全文精读。

精彩摘录
  • "去噪 亮度变换: varargin 变长输入 (f, varargin) 用nargchk检测变量输入 error(nargchk(2, 4, nargin)) nargin和nargout 判断图像的数组是什么格式的 用mat2gray转化成range [0, 1] if strcmp(class(f), 'double') & max(f(:)) > 1 & ... ~strcmp(varargin{1}, 'log') f = mat2gray(f); 不然转成double的方便操作 f = im2double(f); 反转图像 g = imcomplement(f) 使用对数变换减小动"
  • "The field of digital image processing refers to processing digital images by means of a digital computer"
  • "As a consequence, f(x,y) must be nonzero and finite; that is 0< f(x,y) < infinite"
  • "Incoming energy is transformed into a voltage by the combination of input electrical power and sensor material that is responsive to the particular type or energy being detected."
  • "The quality of a digital image is determined to a large degree by the number of samples and discrete intensity levels used in sampling and quantization."
  • "The section of the real plane spanned by the coordinates of an image is called the spatial domain, with x and y being referred to as spatial variables or spatial coordinates."
  • "f(x, y) is a digital image if (x, y) are integers from z2 and f is a function that assigns an intensity value to each distinct pair of coordinates(x, y)."
  • "This digitization process requires that decisions be made regarding the values for M, N, and for the number, L, of discrete intensity levels."
作者简介
Rafael C. Gonzalez received the B.S.E.E. degree from the University of Miami in 1965 and the M.E. and Ph.D. degrees in electrical engineering from the University of Florida, Gainesville, in 1967 and 1970, respectively. He joined the Electrical and Computer Engineering Department at University of Tennessee, Knoxville (UTK) in 1970, where he became Associate Professor in 1973, Professor in 1978, and Distinguished Service Professor in 1984. He served as Chairman of the department from 1994 through 1997. He is currently a Professor Emeritus at UTK. Gonzalez is the founder of the Image & Pattern Analysis Laboratory and the Robotics & Computer Vision Laboratory at the University of Tennessee. He also founded Perceptics Corporation in 1982 and was its president until 1992. The last three years of this period were spent under a full-time employment contract with Westinghouse Corporation, who acquired the company in 1989. 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.S. 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. His academic honors for work in these fields include the 1977 UTK College of Engineering Faculty Achievement Award; the 1978 UTK Chancellor's Research Scholar Award; the 1980 Magnavox Engineering Professor Award; and the 1980 M.E. Brooks Distinguished Professor Award. In 1981 he became an IBM Professor at the University of Tennessee and in 1984 he was named a Distinguished Service Professor there. He was awarded a Distinguished Alumnus Award by the University of Miami in 1985, the Phi Kappa Phi Scholar Award in 1986, and the University of Tennessee's Nathan W. Dougherty Award for Excellence in Engineering in 1992. Honors for industrial accomplishment include the 1987 IEEE Outstanding Engineer Award for Commercial Development in Tennessee; the 1988 Albert Rose Nat'l Award for Excellence in Commercial Image Processing; the 1989 B. Otto Wheeley Award for Excellence in Technology Transfer; the 1989 Coopers and Lybrand Entrepreneur of the Year Award; the 1992 IEEE Region 3 Outstanding Engineer Award; and the 1993 Automated Imaging Association National Award for Technology Development. Gonzalez is author or co-author of over 100 technical articles, two edited books, and four textbooks in the fields of pattern recognition, image processing and robotics. His books are used in over 500 universities and research institutions throughout the world. He is listed in the prestigious Marquis Who's Who in America, Marquis Who's Who in Engineering, Marquis Who's Who in the World, and in 10 other national and international biographical citations. He ii is the co-holder of two U.S. Patents, and has been an associate editor of the IEEE Transactions on Systems, Man and Cybernetics, and the International Journal of Computer and Information Sciences. He is a member of numerous professional and honorary societies, including Tau Beta Pi, Phi Kappa Phi, Eta Kapp Nu, and Sigma Xi. He is a Fellow of the IEEE. Richard E. Woods earned his B.S., M.S., and Ph.D. degrees in Electrical Engineering from the University of Tennessee, Knoxville in 1975, 1977, and 1980, respectively. He became an Assistant Professor of Electrical Engineering and Computer Science in 1981 and was recognized as a Distinguished Engineering Alumnus in 1986. A veteran hardware and software developer, Dr. Woods has been involved in the founding of several high-technology startups, including Perceptics Corporation, where he was responsible for the development of the company’s quantitative image analysis and autonomous decision-making products; MedData Interactive, a high technology company specializing in the development of handheld computer systems for medical applications; and Interapptics, an internet-based company that designs desktop and handheld computer applications. 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.S. Patent in the area of digital image processing and has published two textbooks, as well as numerous articles related to digital signal processing. Dr. Woods is a member of several professional societies, including Tau Beta Pi, Phi Kappa Phi, and the IEEE.
用户评论
classic, clear, comprehensive
终于看完第一遍电子版本了,这才是刚刚开始,特别是最后一小节的内容就足够让人看另外的关联书籍了。 回到个人观点,还是打好基础重要些,以前认为学会了3D就会自动懂得图像,现在才知道,是有了图像,加上时间才是3D的本质,以前虽然知道每帧数据都是图像,可是没有想到图像处理如此需要数学知识,还以为是图形学全是数学公式都很复杂了,图像处理也不简单啊,数学公式基本看不懂。
看書前請先學好數學。數碼圖像的入門書。 簡述Image Processing, Computer Vision, Image Compression這三個領域的技術。 按:我還沒看過第四版。。。
收藏