Title :
Moving Target Detection Algorithm Based on Susan Edge Detection and Frame Difference
Author :
Xinfeng Fan ; Yuanzeng Cheng ; Qiang Fu
Author_Institution :
Electron. & Opt. Dept., Ordance Eng. Coll., Shijiazhuang, China
Abstract :
Through the analysis of common moving target detecting algorithms, this paper proposes a moving target detecting algorithm based on Susan edge detection and frame difference. It detects the edge information of current frame image by Susan operator, then taking a differential operation between the current frame and the next frame image to get the outline of moving target. Finally, it extracts the target by using an and operation with two parts of information. The experimental results show that this algorithm is simple and effective, making up for the deficiency of a single frame difference method.
Keywords :
edge detection; feature extraction; motion estimation; object detection; Susan edge detection; Susan operator; differential operation; edge information detection; image frame; moving target detection algorithm; single-frame difference method; target extraction; Computer vision; Filtering; Image edge detection; Morphology; Noise; Object detection; Optical imaging; Susan edge detection; frame difference; moving target detection;
Conference_Titel :
Information Science and Control Engineering (ICISCE), 2015 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-6849-0
DOI :
10.1109/ICISCE.2015.78