| abstract |
The invention discloses a multi-scale remote sensing image target detection method and system. The remote sensing image is read from the remote sensing image data set, the image is preprocessed, and a training data set and a test data set are constructed. A multi-scale remote sensing graphic target detection model based on redundant information elimination and effective information transmission is constructed, the detection model is trained with a training data set, and the test data set is classified by using the trained target detection model; the present invention introduces a shallow feature map The redundant information elimination strategy, the effective detail information transfer strategy to the deep feature map, and the foreground and background separation strategy improve the detection accuracy of the target detection model for small targets and densely distributed targets. It can be used for remote sensing image target detection tasks. |