Title :
Human specific activity retrieval from a surveillance image sequence
Author :
Haga, Tetsuji ; Watanabe, Kiyotaka
Author_Institution :
Adv. Technol. R & D Center, Mitsubishi Electr. Corp., Amagasaki
Abstract :
We propose an image processing system which searches the moving human and vehicles from the long-term surveillance video for intruder detection or parking lot monitoring, by comparing a series of retrieval queries like passing a certain area, moving direction, duration time and so on. In such a system, not only on-line detection from real-time video by pre-defined query but also quick re-search going back to the past when the user changed the query, and post-retrieval by interactive query change are required. In proposed method, we simplified the image retrieval meta-data to be described in a small and fixed length data however complicated the trajectory of moving object is. Moreover, the matching core function of image retrieval process is realized by a simple comparator. That enables fast image retrieval however complicated the series of the retrieval queries is.
Keywords :
image retrieval; image sequences; object detection; security; video surveillance; human specific activity retrieval; image processing system; image retrieval meta-data; intruder detection; parking lot monitoring; surveillance image sequence; surveillance video; Data mining; Electronic mail; Humans; Image processing; Image retrieval; Image sequences; Information retrieval; Layout; Research and development; Surveillance; Detection; Image retrieval; Meta-data; Tracking; Trajectory;
Conference_Titel :
SICE Annual Conference, 2008
Conference_Location :
Tokyo
Print_ISBN :
978-4-907764-30-2
Electronic_ISBN :
978-4-907764-29-6
DOI :
10.1109/SICE.2008.4655187