DocumentCode :
3038581
Title :
A novel way of tracking moving objects in video scenes
Author :
Shajeena, J. ; Ramar, K.
Author_Institution :
Dept. of Comput. Sci. & Eng., James Coll. of Eng. & Technol., Nagercoil, India
fYear :
2011
fDate :
23-24 March 2011
Firstpage :
805
Lastpage :
810
Abstract :
Real-time object tracking is recently becoming more and more important in the field of video analysis and processing. Applications like traffic-control, user-computer interaction, online video processing and production and video surveillance need reliable and economically affordable video tracking tools. This paper presents a new method for object tracking with improved efficiency by reducing the number of computations. The video frames are captured and smoothed by a low pass filter. The captured RGB space color frame is transformed to YCbCr space. The Y component of YCbCr is subjected to Discrete Cosine Transform by dividing into 8×8 blocks, then the DC coefficients are extracted and is used for detecting moving objects. This method reduces the number of computations and computation time. In addition the noises in the signals are suppressed automatically, since the DC coefficient is only considered.
Keywords :
discrete cosine transforms; image colour analysis; low-pass filters; video signal processing; RGB space color frame; YCbCr space; discrete cosine transform; low pass filter; moving objects tracking; online video processing; real-time object tracking; traffic-control; user-computer interaction; video analysis; video scenes; video surveillance; Computational modeling; Discrete cosine transforms; Green products; Image color analysis; Pixel; Streaming media; Tracking; DCT; YCbCr; compressed domain; object tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends in Electrical and Computer Technology (ICETECT), 2011 International Conference on
Conference_Location :
Tamil Nadu
Print_ISBN :
978-1-4244-7923-8
Type :
conf
DOI :
10.1109/ICETECT.2011.5760229
Filename :
5760229
Link To Document :
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