matlab实数编码代码-PnP-SCI:大规模快照压缩成像的即插即用算法(CVPR2020,口腔)

上传者: 38588854 | 上传时间: 2024-04-10 15:54:22 | 文件大小: 192.11MB | 文件类型: ZIP
matlab实数编码代码快照压缩成像(PnP-SCI)的即插即用算法 这个软件库包含了纸张的MATLAB代码插件和播放算法大型快照压缩成像在计算机视觉IEEE / CVF会议和模式识别(CVPR)2020(口服)的,和。 图1.使用提议的PnP-SCI算法以深去噪器作为图像/视频先验,重构为大型Football视频(3840×1644×48) ,表示为PnP-FFDNet(右下)。 为了进行比较,左下和右上分别显示了地面真实情况和使用GAP-TV(ICIP'16)的结果。 所拍摄的图像(左上角)尺寸为UHD(3840×1644),并从快照测量中恢复了48帧。 Football视频来自。 快照压缩成像(SCI) 快照压缩成像(SCI)提出了一个问题,我们可以将多维视觉信息编码为低维采样。 因此,如图2所示,SCI指的是对快照中的三维或二维数据使用不同的掩码(或编码Kong径)进行编码,如图2所示。典型的应用是高速成像(在时间上具有变体蒙版),高光谱成像(具有光谱变体蒙版),光场成像(具有角变体蒙版)以及同时进行多维成像和传感。 图2.视频SCI的感测过程(左)和使用建议的PnP-FFDN

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