Research Progress on Retina-Like Imaging and Its Applications
视网膜
计算机科学
人工智能
软件
计算机视觉
作者
Qun Hao,Yu Tao,Jie Cao,Mingyuan Tang,Yang Cheng,Yaqian Ning,Bin Han,Chun Bao,Huan Cui
出处
期刊:Book Publisher International (a part of SCIENCEDOMAIN International) [Book Publisher International (a part of SCIENCEDOMAIN International)] 日期:2022-01-21卷期号:: 132-154
标识
DOI:10.9734/bpi/ist/v2/15069d
摘要
The properties of the human eye retina, including space-variant resolution and gaze characters, provide many advantages for numerous applications that simultaneously require a large field of view, high resolution, and real-time performance. Therefore, retina-like mechanisms and sensors have received considerable attention in recent years. This paper provides a review of state-of-the-art retina-like imaging techniques and applications. First, we introduce the principle and implementing methods, including software and hardware, and describe the comparisons between them. Then, we present typical applications combined with retina-like imaging, including three-dimensional acquisition and reconstruction, target tracking, deep learning, and ghost imaging. Finally, the challenges and outlook are discussed to further study for practical use. The results are beneficial for better understanding retina-like imaging.