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Moving target detection method and device, equipment and readable storage medium

A moving target and differential calculation technology, applied in image data processing, instruments, calculations, etc., can solve problems such as incomplete contours and prone to ghosting

Pending Publication Date: 2020-06-23
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a moving target detection method, device, equipment, and readable storage medium, which solves the problem of holes, incomplete outlines, and vulnerability to environmental noise and illumination pictures in the moving target detection method in the prior art. video, prone to ghosting issues

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  • Moving target detection method and device, equipment and readable storage medium
  • Moving target detection method and device, equipment and readable storage medium
  • Moving target detection method and device, equipment and readable storage medium

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Embodiment 1

[0033] figure 1 It is a flow chart of the moving target detection method provided by Embodiment 1 of the present invention, such as figure 1 As shown, the moving target detection method provided by this embodiment is executed by a moving target detection device, and the moving target detection device can be integrated on an electronic device, and the electronic device can be a computer, a mobile terminal, a server, etc. and processing capabilities, the method for detecting a moving target provided in this embodiment includes the following steps.

[0034] Step 101, acquire video sequence frame images.

[0035] Specifically, in this embodiment, a video sequence frame image may be collected by a video collection device, and the video sequence frame image may be acquired from the video collection device. Alternatively, the frame image of the video sequence is collected by the video capture device and stored in a preset area, and the frame image of the video sequence is acquired ...

Embodiment 2

[0052] figure 2 The flow chart of the method for detecting a moving target provided in Embodiment 2 of the present invention, such as figure 2 As shown, the moving target detection method provided in this embodiment is based on the moving target detection method provided in Embodiment 1 of the present invention, and further refines steps 102-step 103, and also includes the first The binary image of the moving object and the second binary image of the moving object perform a difference operation; the step of updating the Gaussian mixture model according to the binary image after the difference operation, then the detection method of the moving object provided in this embodiment includes the following steps.

[0053] Step 201, acquire video sequence frame images.

[0054] Step 202, using the Gaussian mixture model to perform moving object detection on the current frame image, so as to obtain the first moving object binary image and the current frame background image.

[0055...

Embodiment 3

[0098] Figure 8 A schematic structural diagram of a moving target detection device provided in Embodiment 3 of the present invention, as shown in Figure 8 As shown, the moving target detection device provided in this embodiment includes: an image acquisition unit 81 , a Gaussian mixture model detection unit 82 , an improved five-frame difference algorithm detection unit 83 , or a computing unit 84 and a morphology processing unit 85 .

[0099] Wherein, the image acquiring unit 81 is configured to acquire frame images of the video sequence. The Gaussian mixture model detection unit 82 is configured to use the Gaussian mixture model to perform moving object detection on the current frame image, so as to obtain the first moving object binary image and the current frame background image. The improved five-frame difference algorithm detection unit 83 is configured to use the improved five-frame difference algorithm to detect the moving object according to the current frame backg...

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Abstract

The invention provides a moving target detection method and device, equipment and a readable storage medium. The method comprises the steps of obtaining a video sequence frame image; performing movingtarget detection on the current frame image by adopting a Gaussian mixture model to obtain a first moving target binary image and a current frame background image; performing moving target detectionaccording to the current frame of background image and the five frames of images corresponding to the current frame of image by adopting an improved five-frame difference algorithm to obtain a secondmoving target binary image; performing OR operation on the first moving target binary image and the second moving target binary image to obtain a total moving target binary image; and performing morphological processing on the total moving target binary image to obtain a moving target. The moving target detection accuracy of the improved five-frame difference algorithm is improved, the existing smear problem is basically eliminated, or operation is carried out on the moving targets detected by the two algorithms to obtain all the moving targets detected by the two algorithms, and the detectedmoving targets can have complete contours.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of visual image processing, and in particular to a method, device, equipment and readable storage medium for detecting a moving object. Background technique [0002] With the advancement of science and technology, the visual image processing technology with computer as the core has also been developed rapidly. As a core content of visual image processing, moving target detection has been widely used in many fields such as intelligent monitoring, medicine and military affairs. [0003] There are many types of existing moving target detection algorithms. It can be roughly divided into optical flow method, frame difference method, and background subtraction method. Due to the complexity of its algorithm and high hardware requirements, the optical flow method is rarely used. The current mainstream moving target detection algorithms are frame difference method and background subtracti...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/254
CPCG06T7/254G06T2207/10016
Inventor 刘红雅
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD
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