Speedy Detection Algorithm of Underwater Moving Targets Based on Image Sequence

Zhang, Faquan; Zhang, Yong; Lü, Liping; Jiang, Liying; Cui, Guangzhao

doi:10.1109/iccet.2009.45

Cited by 2 publications

References 7 publications

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A Moving Target Detection Algorithm Based on the Dynamic Background

Zhou

Huang

et al. 2009

2009 International Conference on Computational Intelligence and Software Engineering

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Advantages and disadvantages of two common algorithms frequently used in the moving target detection: background subtraction method and frame difference method are analyzed and compared in this paper. Then based on the background subtraction method, a moving target detection algorithm is proposed. The background image used to process the next frame image is generated through superposition of the current frame image and the current background image with a certain probability. This algorithm makes the objects which stay long time to be a part of the background after a certain period of time, but not be detected as a part of foreground. The experimental results show that this algorithm can detect moving targets more effectively and precisely.

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A Moving Target Detection Algorithm Based on the Dynamic Background

Zhou

Huang

et al. 2009

2009 International Conference on Computational Intelligence and Software Engineering

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A Highly Adaptive Method for Moving Target Detection in Dynamic Background with a Simplified Manner

KumarJain¹,

Gupta²

2014

IJCA

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Target detection is an approach to extract object from image, however it is difficult task when object is moving. Moving target detection is a key area in image processing such as traffic control system, activity monitoring security system, CCTV footage etc. For detecting a moving object in dynamic background, a background subtraction based method has already been suggested. These methods does not give better results when object is moving very fast, object is very tiny and presence of lighting effect. To overcome these problems, we propose a new method for Moving Target Detection in Dynamic Background. It achieves dynamic scene using certain probability of time and subsequent frame difference method and addresses the difficult scenario, where object is moving very fast and background changes frequently. In order to increase the accuracy of a proposed method, rate of change in background is calculated in fixed time of interval which will maintain dynamic behavior of object as well as background. The experimental results show that the proposed method can detect moving object more efficiently and completely in both cases online as well as offline video

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Speedy Detection Algorithm of Underwater Moving Targets Based on Image Sequence

Cited by 2 publications

References 7 publications

A Moving Target Detection Algorithm Based on the Dynamic Background

A Moving Target Detection Algorithm Based on the Dynamic Background

A Highly Adaptive Method for Moving Target Detection in Dynamic Background with a Simplified Manner

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