DocumentCode :
2870787
Title :
Morphological detection algorithm of an event on board a ship
Author :
Kim, Hee Tae ; Ha, Young Wook ; Kang, Kyoung Ho ; Im, Jun Seok ; Kim, Sang Chul ; Kim, Yong Deak ; Choi, Tae Young
Author_Institution :
Div. of Electron. Eng., Ajou Univ., Suwon, South Korea
Volume :
2
fYear :
1998
fDate :
1998
Firstpage :
1241
Abstract :
In this paper, two novel morphological event detection algorithms are proposed for a vision based warning system, in consideration of a situation such as camera trembling on board a ship. Under such camera trembling, edge-like streaks appear on the difference image and so it is not adequate to use the statistics of the difference image directly for event detection. The proposed algorithms, based on the difference image, exploit morphological filters to sequentially threshold images so as to remove the edge-like components of the difference image, while keeping the vestige of events. The simulation results show a good performance robust to camera trembling
Keywords :
computer vision; edge detection; filtering theory; mathematical morphology; ships; surveillance; camera trembling; difference image; edge-like component; image thresholding; morphological event detection algorithm; vision based remote surveillance systems; vision based warning system; Alarm systems; Cameras; Detection algorithms; Event detection; Filters; Image edge detection; Machine vision; Marine vehicles; Robustness; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
Type :
conf
DOI :
10.1109/ICOSP.1998.770843
Filename :
770843
Link To Document :
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