Title :
Research on Moving Object Detection Algorithm Based on Improved Three Frame Difference Method and Optical Flow
Author :
Xiaowei Han;Yuan Gao;Zheng Lu;Zhimin Zhang;Dun Niu
Author_Institution :
Coll. of Inf. Eng., Shenyang Univ., Shenyang, China
Abstract :
For optical flow algorithm complexity, computationally intensive, poor real-time drawbacks ,this paper proposes a moving detection algorithm that combine with optical flow method and three frame difference method which be used OTSU to process. Choose the typical Harris corner of extracting area to calculate, it can effectively reduce the complexity of the algorithm. Since moving target area detection was not complete, the three-frame difference image which be processed by OTSU binary image was introduced as a supplement of simplify the optical flow method. Through the experiment, this method make the optical flow method satisfied the real-time request . Detect more complete area of the moving object.
Keywords :
"Optical imaging","Image motion analysis","Computer vision","Biomedical optical imaging","Optical signal processing","Object detection","Signal processing algorithms"
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2015 Fifth International Conference on
DOI :
10.1109/IMCCC.2015.420