
FOLLOWUS
School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China
School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
Qing WANG, E-mail: qwang@nwpu.edu.cn
收稿:2016-11-20,
修回:2017-;9-;6,
纸质出版:2017-09
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朱昊, 王庆, 虞晶怡. 光场成像技术:模型、标定、重建及应用[J]. 信息与电子工程前沿(英文), 2017,18(9):1236-1249.
Hao ZHU, Qing WANG, Jingyi YU. Light field imaging; Plenoptic function; Imaging model; Calibration; Reconstruction[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(9): 1236-1249.
朱昊, 王庆, 虞晶怡. 光场成像技术:模型、标定、重建及应用[J]. 信息与电子工程前沿(英文), 2017,18(9):1236-1249. DOI: 10.1631/FITEE.1601727.
Hao ZHU, Qing WANG, Jingyi YU. Light field imaging; Plenoptic function; Imaging model; Calibration; Reconstruction[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(9): 1236-1249. DOI: 10.1631/FITEE.1601727.
光场成像是计算摄像学领域一项新兴技术。基于对成像模型和光路的创新设计,光场相机不仅记录了三维物体的空间强度,而且捕获了物理世界中的角度信息。这为解决三维重建、显著区域检测、目标识别等计算机视觉问题提供了新途径。本文首先回顾了光场相机的三个关键问题,包括成像模型、标定理论以及重建方法。然后,系统介绍了光场成像技术在信息学、物理学、医学和生物学等领域的应用现状。最后,讨论了光场成像目前存在的问题,并展望了光场成像技术的应用前景。
Light field imaging is an emerging technology in computational photography areas. Based on innovative designs of the imaging model and the optical path
light field cameras not only record the spatial intensity of three-dimensional (3D) objects
but also capture the angular information of the physical world
which provides new ways to address various problems in computer vision
such as 3D reconstruction
saliency detection
and object recognition. In this paper
three key aspects of light field cameras
i.e.
model
calibration
and reconstruction
are reviewed extensively. Furthermore
light field based applications on informatics
physics
medicine
and biology are exhibited. Finally
open issues in light field imaging and long-term application prospects in other natural sciences are discussed.
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