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14 April 2023 Semantic segmentation network based on global and local multiscale feature fusion
Shuhui Lin
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Proceedings Volume 12613, International Conference on Computer Vision, Application, and Algorithm (CVAA 2022); 126130P (2023) https://doi.org/10.1117/12.2673328
Event: International Conference on Computer Vision, Application, and Algorithm (CVAA 2022), 2022, Chongqing, China
Abstract
Semantic segmentation networks require huge computing resources, and the main reason is that they have too many feature fusions. In this paper, we propose a multi-scale feature fusion network with global and local fusion. The network is a lightweight network with strong competitiveness in speed and model size, and the segmentation accuracy is also improved to a certain extent.
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Shuhui Lin "Semantic segmentation network based on global and local multiscale feature fusion", Proc. SPIE 12613, International Conference on Computer Vision, Application, and Algorithm (CVAA 2022), 126130P (14 April 2023); https://doi.org/10.1117/12.2673328
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KEYWORDS
Semantics
Image segmentation
Feature fusion
Convolution
Education and training
Feature extraction
Image fusion
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