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 Object Detection and Analysis. A Coherency Filtering Approach
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Object Detection and Analysis. A Coherency Filtering Approach

издательство Книга по Требованию Прочие виды транспорта
Cтраниц 172        мягкая обложка       
Аннотация:In order to robustly identify objects in a query image, a process is needed to appropriately resolve this uncertainty. Coherency filtering resolves this uncertainty by imposing constraints across the colour channels of a query image along with spatial constraints between neighbouring local windows in a manner that produces reliable classification of local windows and ultimately results in the robust identification of objects. A significant advantage of k-NN classifiers is their ability to indicate uncertainty in the classification of a local window by returning a list of k candidate classifications. This book introduces a local appearance method, termed coherency filtering, which allows for the robust detection and analysis of rigid objects contained in heterogeneous scenes by properly exploiting the wealth of information returned by a k-nearest neighbours (k-NN) classifier. Classification of a local window can be inherently uncertain when considered in isolation since local windows from different objects may be similar in appearance. Designing a general purpose computer vision system with performance comparable to that of the human vision system is the goal of many researchers.
Издательство: Книга по Требованию
Год:2008
Цена:
2783 руб
Нет в наличии
Поиск: Object Detection and Analysis. A Coherency Filtering Approach
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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