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Editorial: Recent advances in image fusion and quality improvement for cyber-physical systems
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Editorial: Recent advances in image fusion and quality improvement for cyber-physical systems
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Journal Article
Editorial: Recent advances in image fusion and quality improvement for cyber-physical systems
2023
Overview
[...]studies in this field can be divided into two aspects: first, new end-to-end neural network models for merging constituent parts during the image fusion process; Second, the embodiment of artificial neural networks for image processing systems. [...]a feature pyramid module (SC-FP) based on spatial and channel attention can perform the multi-scale fusion of features accompanied by feature selection. Electricity transmission line monitoring in hazy weather will face some problems, such as reduced contrast and chromatic aberration. [...]Zhang M et al. proposed an image defogging algorithm for the electricity transmission line monitoring system. In this research, an optimized quadtree segmentation method for calculating global atmospheric light was proposed. [...]the detail sharpening post-processing based on visibility and air light level was introduced to enhance the detail level of electricity transmission lines in the defogging image.
