Title :
Real time implementation on moving object tracking and recognisation using Matlab
Author :
Venkatesan, R. ; Ganesh, A. Balaji
Author_Institution :
Dept. of TIFAC CORE, Velammal Eng. Coll., Chennai, India
Abstract :
This paper implements a method to track and recognize the object in a surveillance area. We analyze usual pixel-approach. Camera system (webcam) acts as a sensor to track the object in an surveillance area. Edge detection is an image segmentation process is implemented to have clear knowledge on real edges of real time video. Background separation algorithm provides clear knowledge about foreground and background. Video preprocessing such as frame separation, thresholding, binary operation, histogram equalization and edge detection of traffic video is done to track multiple objects and recognize it. Stepper motor may be used to orient the camera to any position to track and recognize object in surveillance. Contourlet transform is used for feature extraction to recognize the object in a surveillance area and pattern matching also play an important role to recognize different objects in a video.
Keywords :
edge detection; feature extraction; image matching; image motion analysis; image segmentation; object recognition; object tracking; transforms; video cameras; video signal processing; video surveillance; Contourlet transform; Matlab; background separation algorithm; binary operation; camera system; edge detection; feature extraction; frame separation; histogram equalization; image segmentation process; moving object recognisation; moving object tracking; pattern matching; realtime video; stepper motor; surveillance area; thresholding; traffic video; usual pixel-approach; video preprocessing; Application software; Cameras; Feature extraction; Image edge detection; Image segmentation; Streaming media; Surveillance; binary operation; edge detection; foreground and background separation; histogram operation; pattern matching; thresholding;
Conference_Titel :
Computing, Communication and Applications (ICCCA), 2012 International Conference on
Conference_Location :
Dindigul, Tamilnadu
Print_ISBN :
978-1-4673-0270-8
DOI :
10.1109/ICCCA.2012.6179193