Depth map-based automatic image segmentation method
An automatic image and depth map technology, applied in image analysis, image data processing, instruments, etc., can solve the problems of low algorithm interaction efficiency and inability to effectively integrate depth information, and achieve the effect of reducing interaction time and improving segmentation accuracy
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[0063] The technical solutions in the embodiments of the present invention will be described clearly and in detail below in conjunction with the drawings in the embodiments of the present invention. The described embodiments are only a part of the embodiments of the present invention.
[0064] The technical solutions of the present invention to solve the above technical problems are:
[0065] The execution flow chart of the present invention is as figure 1 As shown, the specific technical solutions are as follows:
[0066] 1. Obtain the original image and depth image, such as figure 2 with image 3 As shown, SLIC super pixel segmentation is performed on the original image. SLIC segmentation is completed as follows:
[0067] 1) Initialize the cluster center C by setting the number of super pixels K k , The distance between cluster centers
[0068] 2) Move the cluster center to the pixel with the smallest gradient in the 3×3 spatial neighborhood to prevent the cluster center from bei...
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