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Titlebook: Image and Graphics; 11th International C Yuxin Peng,Shi-Min Hu,Kun Xu Conference proceedings 2021 Springer Nature Switzerland AG 2021 artif

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0302-9743 n Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.* ..The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation,
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MSC-Fuse: An Unsupervised Multi-scale Convolutional Fusion Framework for Infrared and Visible Image to generate the fused image. To achieve the unsupervised training of the network, a no-reference quality metric and a pixel-level function are utilized to calculate the loss function. Experimental results show that compared with other fusion methods, our proposed method can achieve better performance in both objective and subjective assessments.
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Boundary Information Aggregation and Adaptive Keypoint Combination Enhanced Object Detection center. Furthermore, to obtain more accurate bounding boxes, we propose an adaptive keypoint combination algorithm to map all keypoints back to the original image so that the keypoints are combined with less localization errors. Experiments have demonstrated the effectiveness of the our proposed methods.
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