A Spherical Codebook in YUV Color Space for Moving Object Detection

2012 ◽  
Vol 10 (1) ◽  
pp. 177-189 ◽  
Author(s):  
Haibo Hu ◽  
Ling Xu ◽  
Hong Zhao
Keyword(s):  
Object Detection ◽  
Color Space ◽  
Moving Object Detection ◽  
Moving Object

scholarly journals Robust moving object detection under complex background

2010 ◽  
Vol 7 (1) ◽  
pp. 201-210 ◽  
Author(s):  
Ying Ding ◽  
Li Wen-Hui ◽  
Fan Jing-Tao ◽  
Yang Hua-Min
Keyword(s):  
Object Detection ◽  
Choquet Integral ◽  
Color Space ◽  
Moving Object Detection ◽  
Moving Object ◽  
Detection Accuracy ◽  
Light Illumination ◽  
Illumination Changes ◽  
Hsi Color Space ◽  
Novel Method

We present a novel method to robustly and efficiently detect moving object, even under the complexity background, such as illumination changes, long shadows etc. This work is distinguished by three key contributions. The first is the integration of the Local Binary Pattern texture measure which extends the moving object detection work for light illumination changing. The second is the introduction of HSI color space measure which removes shadows for the background subtraction. The third contribution is a novel fuzzy way using the Choquet integral which improves detection accuracy. The experiment results using several dataset videos show the robustness and effectiveness of the proposed method.

Study of Video Object Detection and Shadow Suppression Algorithms

2014 ◽  
Vol 596 ◽  
pp. 374-378
Author(s):  
Qi Lin Gai ◽  
Guo Qiang Wang
Keyword(s):  
Object Detection ◽  
Video Surveillance ◽  
Color Space ◽  
Moving Object Detection ◽  
Moving Object ◽  
Shadow Detection ◽  
Behavioral Characteristics ◽  
Video Object ◽  
Intelligent Video Surveillance ◽  
Shadow Suppression

In the field of intelligent video surveillance and the multimedia applications we usually need to detect the moving object which is separated from the background. The results of the moving object detection would affect the subsequent identification, classification and tracking. Meanwhile shadow detection and suppression are also the important technology of the intelligent video surveillance. Because the moving object and shadow usually has the same behavioral characteristics, which has led to the errors of object recognition and tracking and affect the robustness of system seriously. This article studies the principle and algorithm of background subtraction, and has a detailed discussion and analysis. Shadow detection and suppression algorithms based on the YUV color space for processing. The experiment result shows that the algorithms for moving object detection with a better accuracy and stability of this paper.

The method of rapid moving object detection in rotating camera

2013 ◽  
Vol 26 (7) ◽  
pp. 624-628
Author(s):  
Jianguo Jiang ◽  
Zhixiang Cai ◽  
Meibin Qi ◽  
Wei Wang
Keyword(s):  
Object Detection ◽  
Moving Object Detection ◽  
Moving Object ◽  
Rotating Camera
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