Single-emission multi-frame infrared target detection method
A technology of infrared target and detection method, which is used in instruments, biological neural network models, character and pattern recognition, etc.
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[0032] Specific examples are given below to further describe the technical solution of the present invention in a clear, complete and detailed manner. This embodiment is the best embodiment on the premise of the technical solution of the present invention, but the protection scope of the present invention is not limited to the following embodiments.
[0033] A single-shot multi-frame infrared target detection method, comprising the following steps:
[0034] S1: Starting from the feature pyramid network, based on learnable weights to describe the inequality of the contribution of each feature layer to the fusion output, realize the two-way multiplexing between the low-resolution, strong semantic feature layer and the high-resolution, weak semantic feature layer Weighted fusion of scale features to build an auxiliary network;
[0035] S2: Starting from the intersection and union ratio, while considering the influence of overlapping and non-overlapping areas on the objective fun...
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