A Novel Approach for Shaded Moving Object Detection Based on Fuzzy Sets

Ming Feng Zhu

doi:10.4028/www.scientific.net/AMR.433-440.5293

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 433-440A Novel Approach for Shaded Moving Object...

A Novel Approach for Shaded Moving Object Detection Based on Fuzzy Sets

Abstract:

Research of moving object detection and tracking is an interesting subject in computer vision. To improve the accuracy of shaded moving object detection, this article introduced a novel method for shaded moving object detection. This method is based on fuzzy sets and establishes association between object’s color information and spatial information through fuzzy logic to detect moving object and remove the shadow of it. When utilizing this method to process indoor and outdoor image sequences with moving object, this method can accurately detect the moving object and remove the shadow of it. In comparison experiment, this method showed more accuracy and robustness.

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Periodical:

Advanced Materials Research (Volumes 433-440)

Pages:

5293-5297

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.433-440.5293

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Online since:

January 2012

Authors:

Ming Feng Zhu

Keywords:

Fuzzy Set, Moving Object Detection, Shadow Removal

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