改进的颤振快门图像重建运动模糊减少

A. Sarker, Len Hamey
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引用次数: 8

摘要

相机与其拍摄对象之间的相对运动会在拍摄的图像中引入运动模糊。由于空间高频的损失,未模糊图像的重建是病态的。颤振快门通过在曝光过程中快速打开和关闭快门来保持高频率,从而大大改善了重建。我们解决了从颤振快门图像中重建未模糊图像的两个开放问题。首先,我们提出了一种在保留图像细节的同时降低重构噪声的降噪技术。其次,提出了一种半自动估计运动模糊点扩散函数的方法。这些技术共同为颤振快门图像的重建提供了实质性的改进。
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Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction
Relative motion between a camera and its subject introduces motion blur in captured images. Reconstruction of unblurred images is ill-posed due to the loss of spatial high frequencies. The flutter shutter preserves high frequencies by rapidly opening and closing the shutter during exposure, providing greatly improved reconstruction. We address two open problems in the reconstruction of unblurred images from flutter shutter images. Firstly, we propose a noise reduction technique that reduces reconstruction noise while preserving image detail. Secondly, we propose a semi-automatic technique for estimating the Point Spread Function of the motion blur. Together these techniques provide substantial improvement in reconstruction of flutter shutter images.
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