Infrared small object single-frame detection method based on nerve network and morphology
A neural network, weak and small target technology, applied in the field of infrared weak and small target single-frame detection, can solve problems such as reducing the probability of false alarms and more residual noise points
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[0047] In order to better understand the technical solutions of the present invention, the embodiments of the present invention will be further described below in conjunction with the accompanying drawings.
[0048] The principle block diagram of the present invention based on neural network and morphology device for detecting weak and small infrared point targets is as follows figure 1 As shown, the filtering process is mainly divided into three parts: morphological filtering optimized by neural network, secondary threshold segmentation, and neural network classifier. The morphological filter is the beginning of the whole process, and the morphological filter can be decomposed into two basic problems of morphological operation and structural elements. When the morphological operation rules are determined, the final filtering performance of the morphological filter depends only on the selection of structural elements. The present invention uses a series of pre-obtained sample dat...
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