BriefGPT.xyz
Feb, 2020
用单个深度学习模型取代移动摄像头ISP
Replacing Mobile Camera ISP with a Single Deep Learning Model
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Andrey Ignatov, Luc Van Gool, Radu Timofte
TL;DR
研究表明,使用PyNET可以使用单个端到端深度学习模型取代复杂的手工设计相机ISP解决方案,实现精细图像恢复,并将移动相机传感器直接获得的RAW Bayer数据转换为使用专业高端DSLR相机采集的相片,无需了解特定的移动ISP实现。
Abstract
As the popularity of
mobile photography
is growing constantly, lots of efforts are being invested now into building complex hand-crafted
camera isp
solutions. In this work, we demonstrate that even the most sophi
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