DocumentCode :
2870874
Title :
Separation of moving objects and their shadows, and application to tracking of loci in the monitoring images
Author :
Sonoda, Yorinobu ; Ogata, Toshihiro
Author_Institution :
Fac. of Eng., Kumamoto Univ., Japan
Volume :
2
fYear :
1998
fDate :
1998
Firstpage :
1261
Abstract :
Since an object is always accompanied by its shadow, an extracted region of the object and its shadow is often assimilated into one region. On an analysis of the object´s shape, the shadow region causes misunderstanding for detection of moving objects such as an intruder. In order to detect moving objects by image processing, it is necessary to separate objects from their shadows. This paper introduces a separation technique, to separate objects from their accompanying shadows, and presents a monitoring system facilitating detection and tracking for several moving objects. By using the proposed separation method of the object and its shadow, tracking of movement loci of several objects was performed with a success rate of 80%
Keywords :
computerised monitoring; feature extraction; motion estimation; object detection; tracking; crime prevention; extracted region; image processing; loci tracking; monitoring images; moving objects; shadow; shadow region; Cameras; Condition monitoring; Image processing; Layout; Object detection; Security; Shape; TV; Tracking; Watches;
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.1998.770848
Filename :
770848
Link To Document :
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