Modeling Thermal Infrared Image Degradation and Real-World Super-Resolution Under Background Thermal Noise and Streak Interference

Thermal infrared image super-resolution technology successfully solves the problems of low resolution and blurred texture details in infrared images. However, the problem of background thermal noise and streak interference in thermal infrared images has not been effectively solved. Therefore, in thi...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-07, Vol.34 (7), p.6194-6206
Hauptverfasser:	Chen, Xiaohui, Chen, Lin, Chen, Lingjun, Chen, Peng, Sheng, Guanqun, Yu, Xiaosheng, Zou, Yaobin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Background noise background thermal noise Degradation degradation model Effectiveness Feature extraction Generative adversarial networks Image degradation Image enhancement Image reconstruction Image resolution Infrared imagery Interference streak interference Super-resolution Superresolution Texture Thermal degradation Thermal noise Visual effects
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