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统一删除:一个半监督的框架,用于同时处理现实世界的图像中的多个退化

Yongheng Zhang1

  • 1State Key Laboratory of Networking and Switching Technology, BUPT, No. 10 Xitucheng Road, Haidian District, Beijing 100876, China.

Journal of imaging
|November 26, 2025
PubMed
概括

Uni-Removal 是一种用于图像恢复域调整的新框架. 它使用双相学习来弥合合成数据和现实数据之间的差距,改善了处理和脱轨等任务的性能.

关键词:
相反的学习学习学习.知识的蒸知识的蒸.多重降解去除多重降解去除现实世界的图像增强增强.

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Deconvolution

Deconvolution, also known as inverse filtering, is the process of extracting the impulse response from known input and output signals. This technique is vital in scenarios where the system's characteristics are unknown, and they must be inferred from the observable signals.
Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...
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