Human-of-interest tracking system for natural interaction
- Title
- Human-of-interest tracking system for natural interaction
- Author
- 박종일
- Issue Date
- 2011-01
- Publisher
- Institute of Electrical and Electronics Engineers 2011년
- Citation
- Consumer Electronics (ICCE), 2011 IEEE International Conference on 2011 Jan,2011년, pp.623 - 624
- Abstract
- There have been considerable endeavors for robustly tracking human (his/her whole body's or body parts') gestures for achieving natural human-computer interaction but it is still a challenging problem in vision-based research area. In particular, tracking selectively one's-of-interest (or his/her body parts') gestures, which is necessary in multi-user applications, is more difficult and has been less developed. In this paper, we propose a simple yet effective method for human-of-interest tracking, which combines a background subtraction method using difference keying, a skin region detection method in Y CbCr color space, a region-of-interest detection method using the de pthinformation from infrared images, and a region classification method based on a set of Haar-like features and Adaboost learning algorithm. Based on the proposed method, we built a proof-of-concept system. The system proved to be able to provide natural frontalview interaction with one of interest in real-time and robustly in a cluttered indoor and multi-user environments. We expect that our interaction system can provide a practical solution for natural interaction with digital in formation d isplay systems and interactive game or education systems.
- URI
- http://ieeexplore.ieee.org/document/5722775/http://hdl.handle.net/20.500.11754/66198
- ISSN
- 2158-3994; 2158-4001
- DOI
- 10.1109/ICCE.2011.5722775
- Appears in Collections:
- COLLEGE OF ENGINEERING[S](공과대학) > COMPUTER SCIENCE(컴퓨터소프트웨어학부) > Articles
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