Integrated sensing infrared imaging ship detection method integrated with local structure information
The invention discloses an integrated sensing infrared imaging ship detection method integrated with local structure information. The method mainly comprises the following steps: step 1, preparing infrared remote sensing ship data and carrying out preprocessing and data set division; step 2, inputti...
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Main Authors | , , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
10.06.2022
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Subjects | |
Online Access | Get full text |
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Summary: | The invention discloses an integrated sensing infrared imaging ship detection method integrated with local structure information. The method mainly comprises the following steps: step 1, preparing infrared remote sensing ship data and carrying out preprocessing and data set division; step 2, inputting the training set image into an integrated sensing network for iterative training, wherein the working process of the network is as follows: extracting backbone features by using a bidirectional feature fusion network, extracting space attention by using a context attention network, generating a candidate box by using Mask-RPN, and performing final detection by using a detection head fused with local structure information; and step 3, inputting the test set image into the trained integrated sensing network to obtain a prediction frame position and a probability thereof, and obtaining a final detection result after removing a redundant frame through a non-maximum suppression operation. Local structure information |
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Bibliography: | Application Number: CN202210254933 |