DocumentCode :
3111121
Title :
Vision Based Relative Speed Detection of Moving Objects in a Traffic Environment
Author :
Avinash, N. ; Yadav, Dev Dutt ; Murali, S.
Author_Institution :
Mando Softtech India Pvt. Ltd., Gurgaon, India
fYear :
2009
fDate :
16-18 Dec. 2009
Firstpage :
121
Lastpage :
125
Abstract :
Speed estimation of an object from a camera is a challenging task in the field of computer vision. Speed of the moving object from a moving camera is furthermore challenging. In this paper, a camera is used to acquire the images. The edges are detected and broken edges are merged to connect the broken components. The corners are detected to further find the optical flow of the same. The points are clustered based on the direction of optical flow of each object, thus marking the same as moving object. The object detected is used to find the displacement with a novel method of view metrology. Further, this is used to find the relative speed of the object, based on the frame rate of the camera used. The errors are computed with the known results with constant speed limits fixed initially.
Keywords :
computer vision; displacement measurement; edge detection; image motion analysis; image sequences; object detection; traffic engineering computing; velocity measurement; computer vision; displacement; edge detection; moving camera; moving object; object detection; optical flow; speed estimation; traffic environment; view metrology; vision based relative speed detection; Cameras; Computer vision; Image edge detection; Image motion analysis; Layout; Object detection; Optical arrays; Optical distortion; Optical sensors; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Multimedia Technology, 2009. ICIMT '09. International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-0-7695-3922-5
Type :
conf
DOI :
10.1109/ICIMT.2009.58
Filename :
5381234
Link To Document :
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