SMC-SRGAN-Lightning super-resolution algorithm based on optical micro-scanning thermal microscope image

Due to the low spatial resolution of the existing optical micro-scanning thermal microscope imaging system, the acquired micro-scanning infrared images have inferior image quality and low contrast. Deep learning methods, represented by SRGAN, have shown promising results in super-resolution. However...

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Veröffentlicht in:	The Visual computer 2024-12, Vol.40 (12), p.8441-8454
Hauptverfasser:	Gao, Meijing, Bai, Yang, Xie, Yunjia, Zhang, Bozhi, Li, Shiyu, Li, Zhilong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Clarity Computer Graphics Computer Science Deep learning Heat detection Image acquisition Image contrast Image enhancement Image Processing and Computer Vision Image quality Image reconstruction Image resolution Infrared imagery Infrared imaging Lightning Modules Neural networks Original Article Scanners Sensors Spatial resolution Thermal imaging
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