Vibe Motion Target Detection Algorithm Based on Lab Color Space

摘要：

　　As Visual Background Extractor (Vibe) is sensitive to illumination change and object shadow and extracts movement area incompletely, this paper proposes a Vibe motion target detection algorithm based on Lab color space.For matching pixels with their background models, the algorithm improves CIE1976Lab color-difference formula by reducing the proportion of brightness difference.Experiments show that the improved color-difference formula is less sensitive to illumination change and object shadow.Then, the algorithm makes use of space consistency of pixels to correct pixel classification results, which improves the anti-noise ability and makes extracted movement area more complete.Experimental results demonstrate that the algorithm proposed has better detection effects both in indoor and outdoor environments.

关键词： Motion target detection Visual background extractor (Vibe) Lab color space Color-difference formula

作者: Zhiyong Peng Faliang Chang Wenhui Dong

作者单位: College of Control Science and Engineering, Shandong University, Jinan, China

会议类型: 国际会议

会议名称: 10th Conference on Image and Graphics Technologies and Applications(第十届图像图形技术与应用学术会议)

会议地点: 北京

会议语种:英文

页码: 45-54

在线出版日期: 2015-06-19（万方平台首次上网日期，不代表论文的发表时间）