Download e-book for kindle: An Interdisciplinary Introduction to Image Processing: by Steven L. Tanimoto

By Steven L. Tanimoto

ISBN-10: 0262017164

ISBN-13: 9780262017169

This ebook explores photo processing from a number of views: the artistic, the theoretical (mainly mathematical), and the programmatical. It explains the elemental ideas of snapshot processing, drawing on key innovations and methods from arithmetic, psychology of belief, desktop technological know-how, and paintings, and introduces computing device programming on the way to get extra regulate over photograph processing operations. It does so with no requiring college-level arithmetic or previous programming event. The content material is supported via PixelMath, a freely on hand software that is helping the reader comprehend pictures as either visible and mathematical items. the 1st a part of the booklet covers such issues as electronic snapshot illustration, sampling, brightness and distinction, colour types, geometric changes, synthesizing photos, stereograms, photomosaics, and fractals. the second one a part of the booklet introduces machine programming utilizing an open-source model of the easy-to-learn Python language. It covers the fundamentals of picture research and trend acceptance, together with area 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 offers a "transparent" view of electronic photos through permitting the consumer to view the RGB values of pixels via 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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