Camouflage target detection method based on skeleton-edge label guidance

The invention relates to a camouflage target detection method based on skeleton-edge label guidance. Comprising the steps of A, performing data preprocessing to obtain a skeleton-edge label corresponding to a camouflage target, and performing data processing to obtain a training data set; step B, de...

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Bibliographische Detailangaben
Hauptverfasser: XU YEYUAN, ZHANG JIABANG, LIN CHENTIAN, NIU YUZHEN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a camouflage target detection method based on skeleton-edge label guidance. Comprising the steps of A, performing data preprocessing to obtain a skeleton-edge label corresponding to a camouflage target, and performing data processing to obtain a training data set; step B, designing a camouflage target detection network based on skeleton-edge label guidance, wherein the network comprises a feature extraction sub-network, a skeleton-edge label encoder, four feature enhancement modules, six information interaction modules, three feature distillation modules and five convolution blocks; c, designing a loss function, and guiding parameter optimization of the network designed in the step B; step D, using the training data set obtained in the step A to train the skeleton-edge label guidance-based camouflage target detection network in the step B to obtain a trained skeleton-edge label guidance-based camouflage target detection model; and step E, inputting an image to be detected into the tra