An Introduction to Object Recognition: Selected Algorithms - download pdf or read online

By Marco Alexander Treiber

swift improvement of computing device has enabled utilization of computerized item acceptance in progressively more purposes, starting from business photograph processing to scientific functions, in addition to projects prompted via the frequent use of the net. every one region of program has its particular requisites, and therefore those can't all be tackled competently via a unmarried, general-purpose algorithm.

This easy-to-read text/reference offers a entire creation to the sector of item attractiveness (OR). The publication offers an summary of the various purposes for OR and highlights vital set of rules periods, proposing consultant instance algorithms for every classification. The presentation of every set of rules describes the fundamental set of rules stream intimately, entire with graphical illustrations. Pseudocode implementations also are incorporated for plenty of of the equipment, and definitions are provided for phrases that could be strange to the beginner reader. helping a transparent and intuitive educational variety, using arithmetic is saved to a minimum.

Topics and lines: offers instance algorithms overlaying worldwide techniques, transformation-search-based tools, geometrical version pushed equipment, 3D item reputation schemes, versatile contour becoming algorithms, and descriptor-based tools; explores every one approach in its entirety, instead of targeting person steps in isolation, with a close description of the stream of every set of rules, together with graphical illustrations; explains the $64000 techniques at size in a simple-to-understand sort, with a minimal utilization of arithmetic; discusses a extensive spectrum of functions, together with a few examples from advertisement items; comprises appendices discussing subject matters regarding OR and customary within the algorithms, (but now not on the center of the tools defined within the chapters).

Practitioners of commercial photo processing will locate this easy creation and assessment to OR a helpful reference, as will graduate scholars in desktop imaginative and prescient courses.

Marco Treiber is a software program developer at Siemens Electronics meeting structures, Munich, Germany, the place he's Technical Lead in photograph Processing for the imaginative and prescient procedure of SiPlace placement machines, utilized in SMT assembly.

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An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition) by Marco Alexander Treiber


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