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کتاب Principles of Digital Image Processing: Fundamental Techniques

کتاب Principles of Digital Image Processing: Fundamental Techniques

نویسنده : Mark James Burge , Wilhelm Burger
273 صفحه
دانلود کتاب (free download)
English Title : Principles of Digital Image Processing: Fundamental Techniques (Undergraduate Topics in Computer Science)
عنوان فارسی : اصول دیجیتال پردازش تصویر: تکنیک های اساسی

Description

This book provides a modern, algorithmic introduction to digital image p- cessing, designed to be used both by learners desiring a ?rm foundation on which to build and practitioners in search of critical analysis and modern - plementations of the most important techniques. This updated and enhanced paperbackedition ofourcomprehensivetextbookDigital Image Processing: An Algorithmic Approach Using Java packages the original material into a series of compactvolumes, therebysupporting a ?exiblesequenceofcoursesindigital image processing. Tailoring the contents to the scope of individual semester courses is also an attempt to provide a?ordable (and backpack-compatible ) textbooks without comprimising the quality and depth of content. Oneapproachtolearninganewlanguageistobecomeconversantinthecore vocabulary and to start using it right away. At ?rst, you may only know how to ask for directions, order co?ee, and so on, but once you become con?dent with the core, you will start engaging others in conversations and rapidly learn how to get things done. This step-by-step approach works equally well in many areas of science and engineering. In this ?rst volume, ostentatiously titled Fundamental Techniques, wehave attemptedtocompilethecore vocabulary ofdigitalimageprocessing, starting from the basic concepts and elementary properties of digital images through simple statistics and point operations, fundamental ?ltering techniques, loc- ization of edges and contours, and basic operations on color images. Mastering these most commonly used techniques and algorithms will enable you to start being productive right away."

Table of contents

1. Digital Images  
2. ImageJ
3. Histograms
4. Point Operations
5. Filters
6. Edges and Contours  
7. Morphological Filters
8. Color Images
A. Mathematical Notation  
B. Java Notes
امتیازدهی5 1 1 1 1 1 1 1 1 1 15.00 امتیاز (1 امتیاز)
Mark James Burge

Mark James Burge

Dr. Mark Burge is the Senior Level for Machine Learning and Artificial Intelligence at the Federal Bureau of Investigation. Previously he led the Janus Program for unconstrained face recognition at the Intelligence Advanced Research Projects Activity (IARPA) in the Office of the Director of National Intelligence (ODNI) and served at the National Science Foundation (NSF) as a Program Director. He led research teams at the Swiss Federal Institute of Science (ETH), the Johannes Kepler University in Austria, and the MITRE Corporation. His publications include the three-volume set, "Principles of Digital Image Processing" which has been translated into both German and Chinese and "The Handbook of Iris Recognition." He holds a Visiting Professor appointment at the United States Naval Academy (USNA), is a senior member of the IEEE, and has patents in the fields of biometrics and image processing.
His interests include applied research in biometric identification from face, iris, and novel signatures found in "media in the wild"; video processing, analytics, and media triage; computer vision algorithms for segmentation, feature extraction, and motion estimation and tracking, digital image processing for enhancement and forensics; and information extraction from massive data sets using machine learning algorithms, deep learning, and statistical pattern recognition.
Wilhelm Burger

Wilhelm Burger

Wilhelm Burger (born in 1955) received a Master's degree in Computer Science from the University of Utah (Salt Lake City) and a doctorate in Systems Science from Johannes Kepler University in Linz, Austria. As a post-graduate researcher at the Honeywell Systems & Research Center in Minneapolis and the University of California at Riverside, he worked mainly in the areas of visual motion analysis and autonomous navigation. His research interestes include pattern analysis, generic object recognition and biometric identification. Since 1996, he has been the Director of the Digital Media degree programs at the University of Applied Sciences in Hagenberg, Upper Austria; he currently serves as Dean of the school. Personally, Wilhelm appreciates large-engine vehicles, chamber music, and (occasionally) a glass of dry "Veltliner".