By Steven L. Tanimoto

ISBN-10: 0262017164

ISBN-13: 9780262017169

This e-book explores photograph processing from numerous views: the inventive, the theoretical (mainly mathematical), and the programmatical. It explains the fundamental rules of picture processing, drawing on key thoughts and strategies from arithmetic, psychology of notion, laptop technological know-how, and paintings, and introduces desktop programming to be able to get extra regulate over picture processing operations. It does so with out requiring college-level arithmetic or past programming adventure. The content material is supported by means of PixelMath, a freely to be had software that is helping the reader comprehend photographs as either visible and mathematical gadgets. the 1st a part of the publication covers such subject matters as electronic photograph illustration, sampling, brightness and distinction, colour types, geometric adjustments, synthesizing photos, stereograms, photomosaics, and fractals. the second one a part of the publication introduces desktop programming utilizing an open-source model of the easy-to-learn Python language. It covers the fundamentals of picture research and development reputation, together with side detection, convolution, thresholding, contour illustration, and K-nearest-neighbor type. A bankruptcy on computational images explores such topics as high-dynamic-range imaging, autofocusing, and techniques for instantly inpainting to fill gaps or get rid of undesirable gadgets in a scene. functions defined contain the layout and implementation of an image-based video game. The PixelMath software program presents a "transparent" view of electronic photographs through permitting the person to view the RGB values of pixels by means of zooming in on a picture. PixelMath offers 3 interfaces: the pixel calculator; the formulation web page, a sophisticated extension of the calculator; and the Python window.

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An Interdisciplinary Introduction to Image Processing: Pixels, Numbers, and Programs (MIT Press) by Steven L. Tanimoto


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