By Steven L. Tanimoto

ISBN-10: 0262017164

ISBN-13: 9780262017169

This booklet explores snapshot processing from a number of views: the inventive, the theoretical (mainly mathematical), and the programmatical. It explains the elemental rules of snapshot processing, drawing on key innovations and methods from arithmetic, psychology of notion, laptop technological know-how, and artwork, and introduces laptop programming which will get extra keep an eye on over photo processing operations. It does so with out requiring college-level arithmetic or previous programming event. The content material is supported through PixelMath, a freely on hand software that is helping the reader comprehend photos as either visible and mathematical gadgets. the 1st a part of the booklet covers such themes as electronic photograph illustration, sampling, brightness and distinction, colour versions, geometric adjustments, synthesizing photographs, stereograms, photomosaics, and fractals. the second one a part of the ebook introduces laptop programming utilizing an open-source model of the easy-to-learn Python language. It covers the fundamentals of photograph research and trend popularity, together with facet detection, convolution, thresholding, contour illustration, and K-nearest-neighbor category. 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 items in a scene. purposes defined contain the layout and implementation of an image-based video game. The PixelMath software program presents a "transparent" view of electronic photographs by way of permitting the person to view the RGB values of pixels by way 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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