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 Motion Classification using Spatio-temporal Approximation of Object Trajectories Motion Data Mining and Activity Recognition.
Наименование:

Motion Classification using Spatio-temporal Approximation of Object Trajectories Motion Data Mining and Activity Recognition.

автор Shehzad K. издательство Книга по Требованию Прочие виды транспорта
Cтраниц 216        мягкая обложка       
Аннотация:A novel framework (Iterative HSACT-SOM) is proposed that exploits the chosen feature subspace and performs efficient and effective motion learning in the presence of significant number of anomalies in training data. Once the m- Mediods based model for all the classes have been learnt, the classification of new trajectories and anomaly detection can be performed by checking the closeness of said trajectory to the models of known classes using an agglomerative approach. In the proposed motion learning system, trajectories are treated as time series and modelled using orthogonal basis function representation. Motion trajectories provide rich spatiotemporal information about an object’s activity. A novel modelling technique, referred to as m-Mediods, is proposed that models the class containing n members with m Mediods. This book presents a novel technique for clustering and classification of object trajectory-based video motion clips using basis function approximation. Techniques for understanding video object motion activity are becoming increasingly important with the widespread adoption of CCTV surveillance systems.
Автор: Shehzad K.
Издательство: Книга по Требованию
Год:2009
Цена:
3214 руб
Нет в наличии
Поиск: Motion Classification using Spatio-temporal Approximation of Object Trajectories Motion Data Mining and Activity Recognition.
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
Ортомолекулярная медицина Orthomol Устрание причин заболеваний. Ортомоль это новый метод для лечения и профилактики болезней. Orthomol - ортомолекулярная медицина.
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