DocumentCode :
2347586
Title :
A Real World System for Detection and Tracking
Author :
Rao, I. Sreenivasa ; Nandy, Subhabrata ; Murthy, P.H.S.T. ; Rao, V. Malleswara
Author_Institution :
Dept. of ECE, GITAM Univ., Visakhapatnam, India
fYear :
2009
fDate :
27-28 Oct. 2009
Firstpage :
939
Lastpage :
943
Abstract :
As background subtraction is a common computer vision task; we analyze the usual pixel-level approach. We develop an efficient adaptive algorithm system based on pixel comparison. Recursive comparison of pixel is used between the present frame and the reference frame. This algorithm is implemented using image processing in MatLAB Environment and we work on making it a real-time applicable tool for various possible applications. Thus an attempt to build a video system for real-time detection and tracking of motion which has the ability to minimize both false detections and missed detections, interfaced with a hardware unit based on microcontroller, communicating serially with the computer system as a control unit panel prototype. It is capable of processing 320times240 video at 28 fps, excluding post processing.
Keywords :
image motion analysis; image segmentation; object detection; background subtraction; computer system; computer vision task; false detections; image processing; missed detections; motion real-time detection; motion tracking; pixel recursive comparison; video system; Adaptive algorithm; Application software; Computer interfaces; Computer vision; Hardware; Image processing; Microcontrollers; Motion detection; Real time systems; Tracking; background; detection; extraction; foreground; segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Recent Technologies in Communication and Computing, 2009. ARTCom '09. International Conference on
Conference_Location :
Kottayam, Kerala
Print_ISBN :
978-1-4244-5104-3
Electronic_ISBN :
978-0-7695-3845-7
Type :
conf
DOI :
10.1109/ARTCom.2009.162
Filename :
5328613
Link To Document :
بازگشت