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Titlebook: Image and Graphics; 12th International C Huchuan Lu,Wanli Ouyang,Min Xu Conference proceedings 2023 The Editor(s) (if applicable) and The A

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MGP-Net: Margin-Global Information Optimization-Prototype Network for Few-Shot Ancient Inscriptions Traditional classification methods have failed to produce satisfactory results. With the emergence of meta-learning, few-shot image classification has become a popular research topic. This approach allows a classifier to recognize datasets outside the training set and complete classification with on
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Foreign Object Detection Based on Compositional Scene Modelinging, and color difference in scenes in industrial production, it is difficult for many anomaly detection methods to maintain high performance. We propose a foreign object detection method based on compositional scene modeling, which includes a background denoising module and a foreground reconstruct
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Disentangled Shape and Pose Based on Attention and Mesh Autoencoderr approach builds a new mesh auto-encoder based on the AFA module for effective feature aggregation. We demonstrate that our proposed A-MeshNet achieves superior performance than state-of-the-art approaches on various benchmarking datasets.
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Dense Small Object Detection Based on Improved Deep Separable Convolution YOLOv5 model is improved. Attention mechanism and lightweight module supplement each other, enables the attention mechanism to work better. Simulation experiments were conducted on CrowdHuman dataset, and the experimental results showed that YOLOv5-G increased by 3.1% compared with the original YOLOv5.
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