Adhesion object segmentation method based on VIBE in object detection
A target segmentation and target detection technology, applied in image analysis, image data processing, instruments, etc., can solve the problems of inaccurate target segmentation, inability to solve segmentation, and high cost of clustering and segmentation time.
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[0027] refer to figure 1 , figure 2 , image 3 and Figure 4 , a VIBE-based adhesion target segmentation method in a target detection of the present invention, comprising the following steps successively:
[0028] a) VIBE-based background subtraction: In a static scene, the VIBE algorithm is used to detect and obtain the moving target area in the foreground area. The VIBE algorithm uses a random strategy to update the background model in time and space. This strategy is exactly the same as the background The update is consistent with the situation that the foreground target suddenly changes to the background motion scene, and it is assumed that there is at least one moving target area in the foreground area detected by the VIBE algorithm;
[0029] b) HOG feature vector extraction: Since the appearance and shape of the local target in the image can always be described by its gradient direction or the direction density distribution of the edge, the HOG feature vector can eff...
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