Learning Structured Data for Human Action Analysis
Tuan Hue Thi
Broschiertes Buch

Learning Structured Data for Human Action Analysis

A unified approach for visual pattern recognition

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This book presents a unified solution to the challenging problem of human action analysis in video. Human action is represented as a structured set of local features so that different structured learning models can be applied to classify and localise action instances in video databases. A wide range of factors for a good human action analysis is also analysed. At the feature level, different detectors, descriptors and selectors will be employed, while at the learning level, different types of models will be proposed and described. Lastly, at the evaluation level, a few different datasets will ...