An Interdisciplinary Introduction to Image Processing: - download pdf or read online

By Steven L. Tanimoto

This ebook explores photograph processing from numerous views: the inventive, the theoretical (mainly mathematical), and the programmatical. It explains the elemental ideas of photo processing, drawing on key options and strategies from arithmetic, psychology of conception, desktop technology, and artwork, and introduces machine programming so as to get extra keep watch over over snapshot processing operations. It does so with no requiring college-level arithmetic or earlier programming event. The content material is supported through PixelMath, a freely on hand software that is helping the reader comprehend pictures as either visible and mathematical gadgets. the 1st a part of the e-book covers such issues as electronic picture illustration, sampling, brightness and distinction, colour types, geometric modifications, 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 photo research and development popularity, together with area 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 immediately inpainting to fill gaps or eliminate undesirable gadgets in a scene. purposes defined comprise the layout and implementation of an image-based video game. The PixelMath software program offers a "transparent" view of electronic pictures by way of permitting the person to view the RGB values of pixels via zooming in on a picture. PixelMath presents 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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