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Research on Moving Object Detection Algorithm Based on Improved Three Frame Difference Method and Optical Flow

Authors :
Lu Zheng
Zhimin Zhang
Yuan Gao
Dun Niu
Xiaowei Han
Source :
2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC).
Publication Year :
2015
Publisher :
IEEE, 2015.

Abstract

For optical flow algorithm complexity,computationally intensive, poor real-time drawbacks ,thispaper proposes a moving detection algorithm that combinewith optical flow method and three frame difference methodwhich be used OTSU to process. Choose the typical Harriscorner of extracting area to calculate, it can effectively reducethe complexity of the algorithm. Since moving target areadetection was not complete, the three-frame difference imagewhich be processed by OTSU binary image was introduced asa supplement of simplify the optical flow method. Through theexperiment, this method make the optical flow method satisfiedthe real-time request . Detect more complete area of themoving object.

Details

Database :
OpenAIRE
Journal :
2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)
Accession number :
edsair.doi...........f898cec9fb2e66b530046f2ce75c19c2
Full Text :
https://doi.org/10.1109/imccc.2015.420