Journal
IMAGE AND VISION COMPUTING
Volume 28, Issue 6, Pages 976-990Publisher
ELSEVIER
DOI: 10.1016/j.imavis.2009.11.014
Keywords
Human action recognition; Motion analysis; Action detection
Categories
Funding
- European IST Programme [FP6-033812]
- ICIS
- Dutch government [BSIK03024]
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Vision-based human action recognition is the process of labeling image sequences with action labels. Robust solutions to this problem have applications in domains such as visual surveillance, video retrieval and human-computer interaction. The task is challenging due to variations in motion performance, recording settings and inter-personal differences. In this survey, we explicitly address these challenges. We provide a detailed overview of current advances in the field. Image representations and the subsequent classification process are discussed separately to focus on the novelties of recent research. Moreover, we discuss limitations of the state of the art and outline promising directions of research. (C) 2009 Elsevier B.V. All rights reserved.
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