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General References on Computer Vision

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There are now a variety of textbooks covering basic material in computer vision. Although the text by Ballard and Brown is now somewhat out of date, many people still find it occasionally useful. For a quick survey, we particularly recommend the text by Nalwa. The texts by Horn and Haralick, Shapiro, and Davies contain more detail on specific topics e.g. details of algorithms.

Handbooks and textbooks on image processing are frequently useful to researchers in computer vision. We particularly recommend the books by Russ and Jahne, which have a practical focus. Their slightly high pricetags are justified by their numerous and beautiful illustrations. The Bracewell book is important if you need to understand details of 2D signal processing.

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