Get An Introduction to Object Recognition: Selected Algorithms PDF

By Marco Alexander Treiber

ISBN-10: 1447125789

ISBN-13: 9781447125785

ISBN-10: 1849962340

ISBN-13: 9781849962346

speedy improvement of desktop has enabled utilization of computerized item acceptance in more and more purposes, starting from commercial snapshot processing to scientific purposes, in addition to projects caused through the common use of the web. each one sector of program has its particular specifications, and hence those can't all be tackled competently via a unmarried, general-purpose algorithm.

This easy-to-read text/reference offers a accomplished advent to the sector of item popularity (OR). The booklet offers an summary of the various functions for OR and highlights vital set of rules sessions, providing consultant instance algorithms for every classification. The presentation of every set of rules describes the fundamental set of rules circulate intimately, entire with graphical illustrations. Pseudocode implementations also are incorporated for plenty of of the tools, and definitions are provided for phrases that may be strange to the beginner reader. helping a transparent and intuitive educational sort, using arithmetic is saved to a minimum.

Topics and lines: provides instance algorithms masking international methods, transformation-search-based tools, geometrical version pushed equipment, 3D item popularity schemes, versatile contour becoming algorithms, and descriptor-based tools; explores every one strategy in its entirety, instead of targeting person steps in isolation, with a close description of the movement of every set of rules, together with graphical illustrations; explains the real strategies at size in a simple-to-understand sort, with a minimal utilization of arithmetic; discusses a large spectrum of purposes, together with a few examples from advertisement items; includes appendices discussing issues regarding OR and familiar within the algorithms, (but now not on the center of the equipment defined within the chapters).

Practitioners of commercial photo processing will locate this easy advent and assessment to OR a important reference, as will graduate scholars in computing device imaginative and prescient courses.

Marco Treiber is a software program developer at Siemens Electronics meeting platforms, Munich, Germany, the place he's Technical Lead in snapshot Processing for the imaginative and prescient method 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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