In this paper, we propose the spatial domain based vehicle detection scheme. This proposed scheme combines the Sobel edge detection method with background subtraction in YCbCr color space. The scheme detects the vehicle in Y(Luminance), Cb and Cr (chrominance) components of the vehicle image using background subtraction and combines the three images. Edge detection method determines edge information of the luminance component of the vehicle image. The image combined with edge detection and background difference is implemented filling and filtering operation. The robustness of the proposed scheme is analyzed considering different types of vehicle image.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Moving Vehicle Detection Scheme Using Edge Information and Background Subtraction in YCbCr Color Space



    Published in:

    Advanced Materials Research ; 989-994 ; 2605-2608


    Publication date :

    2014-07-16


    Size :

    4 pages




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English




    Background Extraction and Vehicle Detection Method Based on Histogram in YCbCr Color Space

    Jin, Cheng Jun ;Chang, Gui Ran ;Cheng, Wei | Trans Tech Publications | 2012



    A Background Subtraction Based Moving Object Detection around the Host Vehicle

    Hyojin Lim / Cuong Nguyen Khac / Ho-Youl Jung | BASE | 2015

    Free access

    A Hierarchical Approach to Robust Background Subtraction Using Color and Gradient Information

    Javed, O. / Shafique, K. / Shah, M. | British Library Conference Proceedings | 2002