Multi-target real-time detection method based on dual-spectrum camera
The invention discloses a multi-target real-time detection method based on a dual-spectrum camera, and the method employs an improved SSD target detection algorithm, enables the detection process to be visualized, presents the detection details of each layer of feature maps, selects a proper feature...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a multi-target real-time detection method based on a dual-spectrum camera, and the method employs an improved SSD target detection algorithm, enables the detection process to be visualized, presents the detection details of each layer of feature maps, selects a proper feature map for detection, and adds an SE module in a detection network, thereby achieving the real-time detection of a plurality of targets. Useful features can be improved according to the importance degree, so that the problems of missing detection and error detection of small targets are solved. According to the method, the added SE module does not change the original network structure, the processing speed is high, the calculated amount is increased, the cost is small, and real-time detection is not affected. The omission ratio of the small target is reduced to a certain extent, the detection precision is improved, and the detection effect on the small target and the shielded target is better.
本发明公开一种基于双光谱摄像机的多目标实时检测 |
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