Estimation method of vehicle number in satellite video based on generative adversarial network
A satellite and video technology, applied in the field of satellite video vehicle number estimation, can solve problems such as detection difficulties, and achieve the effect of avoiding detection difficulties and data shortages
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[0036] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0037] The present invention provides a method for estimating the number of satellite video vehicles based on generating an adversarial network, such as figure 1 , including the following steps:
[0038] S1: Extract frames from the satellite video to obtain the original image;
[0039] S2: Perform a block operation on the original image to obtain a sub-image, and send the sub-image and the original image to the codec network with the same structure to generat...
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