A Multi-scale Infrared Target Adaptive Detection Method Based on Visual Receptive Field
An adaptive detection, infrared target technology, applied in the field of computer vision, can solve the problems of poor infrared target robustness, inability to detect surface targets, complex infrared image background clutter, etc. The ability of clutter interference, the effect of reducing the amount of calculation
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[0052] A multi-scale infrared target adaptive detection method based on the visual receptive field disclosed in this embodiment includes the following steps:
[0053] Step 1: Calculate the orientation information distribution map.
[0054] Using the Sobel edge detector to calculate the difference operator method, weight the gray value of the upper, lower, left and right neighborhoods of each pixel in the image, and then calculate the gradient direction θ of the image through the difference, as in the formula ( 9) Obtain the orientation information distribution map of each pixel.
[0055]
[0056] Among them, the partial derivative f of the Sobel edge detection operator along the x and y directions x and f y The expression of is as formula (10):
[0057]
[0058] The gradient direction θ of each point of the image is used in the input part of the Gabor filter direction parameter in step 3.
[0059] Take pixel points (8,9) and (126,189) as examples to illustrate the sp...
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