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Temporal compressive edge imaging enabled by a lensless diffuser camera

delete2024-05-27
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OA
AI
Z
Ze Zheng
B
Baolei Liu *
J
Jiaqi Song
L
Lei Ding
X
Xiaolan Zhong
L
Lingqian Chang
吴
吴晓君 (Xiaojun Wu)
D
David McGloin
王凡 封面图
王凡 (Fan Wang)
DOI:10.1364/OL.515429delete
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摘要

摘要

En 中文
Lensless imagers based on diffusers or encoding masks enable high -dimensional imaging from a single-shot measurement and have been applied in various applications. However, to further extract image information such as edge detection, conventional post -processing filtering operations are needed after the reconstruction of the original object images in the diffuser imaging systems. Here, we present the concept of a temporal compressive edge detection method based on a lensless diffuser camera, which can directly recover a time sequence of edge images of a moving object from a single-shot measurement, without further post -processing steps. Our approach provides higher image quality during edge detection, compared with the conventional post -processing method. We demonstrate the effectiveness of this approach by both numerical simulation and experiments. The proof-of-concept approach can be further developed with other image post -processing operations or versatile computer vision assignments toward task-oriented intelligent lensless imaging systems.

期刊

Optics Letters 封面图
Optics Letters
IF:
3.3
论文数:
4.0W
被引数:
7.6W

机构

B
Beihang University
学者数:
5.2W
论文数: 4.1W
被引数: 37
U
university of technology sydney
学者数:
1.6W
论文数: 2.0W
被引数: 25
U
University of Aberdeen
学者数:
1.3W
论文数: 1.3W
被引数: 2.0W
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