An Improved LBP Feature Based Moving Object Detection. Issue 2 (March 2019)

• Record Type: Journal Article
• Authors: Shi, Pengfei; Fan, Xinnan; Ni, Jianjun; Luo, Chengming; Zhang, Xuewu
• Is Part Of: Journal of physics. Volume 1176:Issue 2(2019)
• Publication Date: 2019-03
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1176/2/022049
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Moving object detection (MOD) is strongly restricted by the change of dynamic background. In this paper, a novel MOD algorithm based on improved Local Binary Patterns (LBP) is proposed. Firstly, the LBP is improved to overcome the shortcomings of LBP operator. Then the improved LBP is used in MOD to extract moving object in natural scenes. The experimental results show that the proposed MOD method can extract moving object more accurately.