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LCD Motion Blur Reduction: A Signal Processing Approach

机译:LCD运动模糊减少:一种信号处理方法

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Liquid crystal displays (LCDs) have shown great promise in the consumer market for their use as both computer and television displays. Despite their many advantages, the inherent sample-and-hold nature of LCD image formation results in a phenomenon known as motion blur. In this work, we develop a method for motion blur reduction using the Richardson-Lucy deconvolution algorithm in concert with motion vector information from the scene. We further refine our approach by introducing a perceptual significance metric that allows us to weight the amount of processing performed on different regions in the image. In addition, we analyze the role of motion vector errors in the quality of our resulting image. Perceptual tests indicate that our algorithm reduces the amount of perceivable motion blur in LCDs.
机译:液晶显示器(LCD)在计算机和电视显示器中的使用已在消费市场上显示出巨大的希望。尽管具有许多优点,但LCD图像形成的固有采样保持特性会导致一种称为运动模糊的现象。在这项工作中,我们结合场景中的运动矢量信息,开发了一种使用Richardson-Lucy反卷积算法的运动模糊减少方法。我们通过引入感知重要性度量来进一步完善我们的方法,该度量使我们能够加权对图像中不同区域执行的处理量。此外,我们分析了运动矢量误差在最终图像质量中的作用。感知测试表明,我们的算法减少了LCD中可感知的运动模糊。

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