A Foreground Detection Method Based on Fusion of Depth Image and Visible Light Image
A depth image and foreground detection technology, applied in image enhancement, image analysis, image data processing and other directions, can solve the problem of inaccurate detection, improve the accuracy, improve the foreground detection performance, and overcome the effect of slight jitter.
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[0017] The concrete realization steps of the present invention are as follows:
[0018] Step 1: Depth Image Background Modeling
[0019] After the system is turned on and running stably, continuously select N frames of depth images, count the number of effective depth values on each pixel, and store them in the matrix Time validate , while accumulating the sum of the effective depth values and storing them in the matrix depth acc , using matrix point division, Get the average effective depth value at each pixel. At the same time, the relative variance matrix of the effective depth value on the entire image is calculated And calculate the probability of occurrence of effective depth value where var represents the matrix formed by the variance of the effective value on each pixel. In this way, the probability of whether the depth value of the relevant pixel can be obtained effectively, as well as the mean value and relative variance of the obtained effective depth va...
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