Title :
Bus passenger counting based on frame difference and improved Hough transform
Author :
Shang, Haili ; Wang, Tongqing
Author_Institution :
Dept. of Optoelectron. Eng., Chongqing Univ., Chongqing, China
Abstract :
In order to improve the efficiency and accuracy of the bus passenger counting, an extracting method of moving object based on frame difference is proposed. This method can segment the moving area form the original image make use of the parallel projection and vertical projection of the subtraction between two adjacent frames. In this condition, a circles´ detection based on improved Hough transform is used to detect human´s heads and recognize body, in this way to improve operating rate and save memory overhead. The advantage of this method is easy to operate, high accuracy and is not affected by surroundings, weather and light.
Keywords :
Hough transforms; feature extraction; image motion analysis; image segmentation; object detection; traffic engineering computing; video surveillance; Hough transform; body recognition; bus passenger counting; circle detection; frame difference; human head detection; moving image segmentation; moving object extraction; parallel projection; vertical projection; Accuracy; Automation; Digital images; Educational institutions; Gallium nitride; Image edge detection; Transforms; Hough transform; circles´ detection; edge detection; object extraction; target tracking;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201616