Title :
Moving Target Recognition under Static Background
Author :
Cao Lijing ; Tang Ke ; Feng Zhonglin
Author_Institution :
New Star Inst. of Appl. Technol., Hefei, China
Abstract :
Aiming at the background subtraction method is influenced liable to ray transformation, a new method of moving target recognition under static background is advanced. Background subtraction has been used for moving target detection in the paper, and the background selection updating method is approved. The background is updated by real-time updating and replacement mode so that the adaptability of background subtraction for environment is improved. And the edge detection for extracting the target contour is used convenient for detecting the shape of moving target and location, and then moving target recognition is realized. Experiment results show that the method in this paper can complete moving target recognition fast and exact.
Keywords :
edge detection; image motion analysis; object detection; background selection updating method; background subtraction method; edge detection; moving target detection; moving target recognition; ray transformation; static background; target contour; Accuracy; Educational institutions; Image edge detection; Monitoring; Object detection; Target recognition; Video sequences; background subtraction; edge detection; image processing; target recognition;
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2014 Fourth International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-6574-8
DOI :
10.1109/IMCCC.2014.32