DocumentCode
1726574
Title
Constant execution time multiple human detectors regardless of target number increase based on CHLAC
Author
Kitano, Y. ; Ding, M. ; Takemura, H. ; Mizoguchi, H.
Author_Institution
Dept. of Mech. Eng., Tokyo Univ. of Sci., Chiba, Japan
fYear
2011
Firstpage
2658
Lastpage
2663
Abstract
This paper proposes the constant execution time multiple human detection system. The human detection from video sequence is important in a monitoring camera system and a robot vision. It is important not to change execution time in human detection system regardless number of persons. In this paper, the feature amount of an image was calculated by using Cubic Higher-Order Local Auto Correlation (CHLAC) in video sequence. CHLAC has position invariability and additivity. The proposed method can recognize a person and the other incoming things. We verify the human detection rate and the execution time by the number of persons. We show the system do not change the execution time in multiple human detectors.
Keywords
image sequences; object detection; CHLAC; constant execution time multiple human detectors; cubic higher-order local auto correlation; monitoring camera system; person recognition; robot vision; video sequence; Cameras; Correlation; Humans; Monitoring; Principal component analysis; Robots; Video sequences; Additivity; CHLAC Feature; Execution time; Human detection; Position invariability;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location
Karon Beach, Phuket
Print_ISBN
978-1-4577-2136-6
Type
conf
DOI
10.1109/ROBIO.2011.6181706
Filename
6181706
Link To Document