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Dynamic color quantization of video sequences

机译:视频序列的动态色彩量化

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摘要

We present an efficient algorithm for dynamic adaptive color quantization of 24 bit image (video) sequences, important in multimedia applications. Besides producing hi fidelity 8 bit imagery, our algorithm runs with minimal computational cost and the generated colormaps are robust to small differences in consecutive images. Apart from the two standard color quantization tasks, colormap design and quantizer mapping, our algorithm includes colormap filling-an operation unique to dynamic color quantization. This task solves the problem of screen flicker, a serious problem in dynamic quantization of image sequences, resulting from rapid changes in display of colormaps. Our solution is based on two ideas: including in the current colormap a small set of color representatives from the previous image; assigning representatives to the colormap entries in an order that reduces the difference between contents of equal entries in consecutive colormaps. Our algorithm runs in near real time on medium range workstations.
机译:我们提出了一种动态算法,对24位图像(视频)序列进行动态自适应色彩量化,在多媒体应用中很重要。除了产生高保真度的8位图像外,我们的算法还以最低的计算量运行,并且所生成的色图对于连续图像中的细微差别也很强大。除了两个标准的颜色量化任务(颜色图设计和量化器映射),我们的算法还包括颜色图填充-动态颜色量化所特有的操作。此任务解决了屏幕闪烁的问题,这是由于色彩图显示的快速变化而导致的图像序列动态量化中的一个严重问题。我们的解决方案基于两个想法:在当前的颜色图中包括来自先前图像的一小组颜色代表;以减少连续彩色图中相等条目内容之间差异的顺序为彩色图条目分配代表。我们的算法几乎在中型工作站上实时运行。

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