Depth Estimation Method of Monocular Infrared Image Based on SVM Model
An infrared image and depth estimation technology, applied in image analysis, image data processing, computing and other directions, can solve the problem of inaccurate categories without learning, and achieve the effect of improving the accuracy.
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[0028] In order to make the present invention more comprehensible, a preferred embodiment is described in detail below with accompanying drawings.
[0029] Such as figure 1 As shown, this embodiment discloses a method for estimating the depth of a monocular infrared image based on the SVM model, the steps of which are:
[0030] Step 1. Obtain any monocular infrared image I(x, y) and the depth map corresponding to the monocular infrared image I(x, y);
[0031]Step 2. Set feature areas on three different scales for each pixel in the monocular infrared image I(x, y). The three different scales are from small to large: the first scale, the second scale and The third scale, wherein the feature region of each scale includes an image block at the center and image blocks adjacent to the image block above, below, left, and right, and the i-th pixel point at the center on the first scale The image block is the i-th pixel itself, the image block at the center of the i-th pixel on the s...
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