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Color Image Sequence Optical Flow Computation Based on GDIM

机译:基于GDIM的彩色图像序列光流计算

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摘要

Traditional methods of optical flow estimation are poor in uneven brightness variation environment .This thesis solves this problem by generalized dynamic image model (GDIM). And according to the combination of the rich color information in color images and generalized dynamic image model, a model of color image sequence optical flow computation is presented in this paper. And the model presented is compared with the traditional method that is color brightness consistency method. The number experiment results are presented ,and the results of the experiments indicate that the optical flow field caculated from color GDIM model is better than the traditional brightness constancy model.
机译:传统的光流估计方法在亮度变化不均匀的环境中效果较差。本文通过广义动态图像模型(GDIM)解决了这一问题。并结合彩色图像中丰富的色彩信息和广义动态图像模型,提出了彩色图像序列光流计算模型。并将提出的模型与传统方法(色彩亮度一致性方法)进行比较。给出了数字实验结果,实验结果表明,彩色GDIM模型计算的光流场优于传统的亮度常数模型。

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