By Oge Marques
ISBN-10: 0470048158
ISBN-13: 9780470048153
Up-to-date, technically exact insurance of crucial issues in picture and video processing
This is the 1st booklet to mix picture and video processing with a realistic MATLAB®-oriented method for you to display an important photograph and video options and algorithms. using minimum math, the contents are provided in a transparent, aim demeanour, emphasizing and inspiring experimentation.
The booklet has been geared up into elements. half I: photograph Processing starts off with an outline of the sphere, then introduces the elemental techniques, notation, and terminology linked to snapshot illustration and simple photograph processing operations. subsequent, it discusses MATLAB® and its photograph Processing Toolbox with the beginning of a sequence of chapters with hands-on actions and step by step tutorials. those chapters disguise photograph acquisition and digitization; mathematics, common sense, and geometric operations; point-based, histogram-based, and neighborhood-based photograph enhancement options; the Fourier remodel and correct frequency-domain photograph filtering innovations; photograph recovery; mathematical morphology; part detection suggestions; picture segmentation; photo compression and coding; and have extraction and representation.
Part II: Video Processing provides the most ideas and terminology linked to analog video indications and platforms, in addition to electronic video codecs and criteria. It then describes the technically concerned challenge of criteria conversion, discusses movement estimation and reimbursement ideas, indicates how video sequences could be filtered, and concludes with an instance of an answer to item detection and monitoring in video sequences utilizing MATLAB®.
Extra positive factors of this publication include:
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More than 30 MATLAB® tutorials, which include step by step publications to exploring photo and video processing options utilizing MATLAB®
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Chapters supported through figures, examples, illustrative difficulties, and exercises
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Useful web pages and an in depth record of bibliographical references
This obtainable textual content is perfect for upper-level undergraduate and graduate scholars in electronic photo and video processing classes, in addition to for engineers, researchers, software program builders, practitioners, and somebody who needs to benefit approximately those more and more well known issues on their own.
Supplemental assets for readers and teachers are available at http://www.ogemarques.com
Read or Download Practical Image and Video Processing Using MATLAB PDF
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Extra resources for Practical Image and Video Processing Using MATLAB
Sample text
In order to circumvent this limitation, most MVS must impose numerous constraints on the operating conditions of the scene, from carefully controlled lighting to removing irrelevant distractors that may mislead the system to careful placing of objects in order to minimize the problems of shades and occlusion. Appendix A explores selected aspects of the HVS in more detail. 6 RESOURCES In this section, we have compiled a list of useful resources for readers who want to deepen their knowledge and tackle more advanced concepts, algorithms, and mathematical constructs.
Chapter 11 extends the reach of image processing operations to the frequency domain and presents the Fourier transform and relevant frequency-domain image filtering techniques. Solutions to the problem of image restoration—particularly in cases of noise and blurring—are discussed in Chapter 12. Chapter 13 presents a detailed coverage of mathematical morphology and its use in image processing. Chapter 14 is devoted to edge detection techniques. Chapter 15 covers image segmentation. Chapter 16 transitions from grayscale to color images and presents representative color image processing techniques and algorithms.
Chapter 18 offers a wide array of choices for feature extraction and representation techniques, depending on the type of image and the specific needs of the solution being designed. Instructors may appreciate the fact that Chapter 19 provides all the basic concepts that students may need from the associated fields of pattern recognition, data mining, and information retrieval, without requiring additional references. This is particularly important if the course does not enforce prerequisites in any of these areas.
Practical Image and Video Processing Using MATLAB by Oge Marques
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