By Marco Alexander Treiber
This easy-to-read text/reference presents a complete creation to the sphere of item popularity (OR). The publication offers an outline of the varied functions for OR and highlights very important set of rules sessions, featuring consultant instance algorithms for every classification. The presentation of every set of rules describes the elemental set of rules circulation intimately, whole with graphical illustrations. Pseudocode implementations also are integrated for lots of of the equipment, and definitions are provided for phrases that could be unexpected to the amateur reader. aiding a transparent and intuitive educational type, the use of arithmetic is saved to a minimum.
Topics and lines: offers instance algorithms overlaying worldwide techniques, transformation-search-based tools, geometrical version pushed tools, 3D item reputation schemes, versatile contour becoming algorithms, and descriptor-based tools; explores every one process in its entirety, instead of targeting person steps in isolation, with a close description of the move of every set of rules, together with graphical illustrations; explains the $64000 innovations at size in a simple-to-understand type, with a minimal utilization of arithmetic; discusses a large spectrum of purposes, together with a few examples from advertisement items; comprises appendices discussing issues relating to OR and popular within the algorithms, (but now not on the center of the tools defined within the chapters).
Practitioners of commercial photograph processing will locate this straightforward advent and evaluate to OR a important reference, as will graduate scholars in desktop 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 procedure of SiPlace placement machines, utilized in SMT assembly.
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Extra info for An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition)
An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition) by Marco Alexander Treiber