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
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;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
DOI :
10.1109/ROBIO.2011.6181706