Open Turbulent Image Set (OTIS)

被引:30
作者
Gilles, Jerome [1 ]
Ferrante, Nicholas B. [1 ]
机构
[1] San Diego State Univ, Dept Math el Stat, 5500 Campanile Dr, San Diego, CA 92182 USA
基金
美国国家科学基金会;
关键词
Turbulence; Imaging; Dataset; Evaluation; ATMOSPHERIC-TURBULENCE; RESTORATION;
D O I
10.1016/j.patrec.2016.12.020
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Long distance imaging is subject to the impact of the turbulent atmosphere. This results into geometric distortions and some blur effect in the observed frames. Despite the existence of several turbulence mitigation algorithms in the literature, no common dataset exists to objectively evaluate their efficiency. In this paper, we describe a new dataset called OTIS (Open Turbulent Images Set) which contains several sequences (either static or dynamic) acquired through the turbulent atmosphere. For almost all sequences, we provide the corresponding groundtruth in order to make the comparison between algorithms easier. We also discuss possible metrics to perform such comparisons. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:38 / 41
页数:4
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