关于qhasi类及其在若干高斯表上的推广

C. El-Nouty, D. Filatova
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引用次数: 0

摘要

2018年引入的广义双分数布朗运动被认为是准螺旋的一个元素,具有由参数调节的实中心高斯过程的近似平稳增量类。本文证明了广义双分数布朗运动是上述一类不带参数条件的元。将实中心高斯过程的近似平稳增量类拟螺旋推广到二维过程,即分数布朗片、次分数布朗片和双分数布朗片。这类随机过程的广义表示用于增强计算机视觉问题中生成对抗网络的训练样本。
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ON THE QHASI CLASS AND ITS EXTENSION TO SOME GAUSSIAN SHEETS
Introduced in 2018 the generalized bifractional Brownian motion is considered as an element of the quasi-helix with approximately stationary increment class of real centered Gaussian processes conditioning by parameters. This paper proves that the generalized bifractional Brownian motion is an element of the above mentioned class with no condition on parameters. The quasi-helix with approximately stationary increment class of real centered Gaussian processes is extended to two-dimensional processes as the fractional Brownian sheet, the sub-fractional Brownian sheet, and the bifractional Brownian sheet. This generalized presentation of the class of stochastic processes is used to augment the training samples for generative adversarial networks in computer vision problem.
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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
43
审稿时长
4 weeks
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