Download e-book for kindle: An Introduction to Object Recognition: Selected Algorithms by Marco Alexander Treiber

By Marco Alexander Treiber

ISBN-10: 1447125789

ISBN-13: 9781447125785

ISBN-10: 1849962340

ISBN-13: 9781849962346

speedy improvement of laptop has enabled utilization of computerized item reputation in a growing number of purposes, starting from business snapshot processing to scientific functions, in addition to initiatives caused via the common use of the web. each one zone of software has its particular necessities, and as a result those can't all be tackled accurately via a unmarried, general-purpose algorithm.

This easy-to-read text/reference offers a entire creation to the sector of item popularity (OR). The e-book provides an summary of the varied purposes for OR and highlights very important set of rules periods, providing consultant instance algorithms for every classification. The presentation of every set of rules describes the elemental set of rules stream intimately, entire with graphical illustrations. Pseudocode implementations also are incorporated for lots of of the equipment, and definitions are provided for phrases that may be surprising to the beginner reader. assisting a transparent and intuitive educational sort, the use of arithmetic is saved to a minimum.

Topics and contours: offers instance algorithms protecting international ways, transformation-search-based equipment, geometrical version pushed equipment, 3D item attractiveness schemes, versatile contour becoming algorithms, and descriptor-based tools; explores each one process in its entirety, instead of concentrating on person steps in isolation, with an in depth description of the circulate of every set of rules, together with graphical illustrations; explains the $64000 recommendations at size in a simple-to-understand sort, with a minimal utilization of arithmetic; discusses a vast spectrum of purposes, together with a few examples from advertisement items; includes appendices discussing themes on the topic of OR and known within the algorithms, (but now not on the middle of the tools defined within the chapters).

Practitioners of business snapshot processing will locate this easy creation and evaluation to OR a invaluable reference, as will graduate scholars in laptop 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 picture 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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