Recent Advances in 3D Data Acquisition and Processing by Time-of-Flight Camera

被引:57
作者
He, Yu [1 ]
Chen, Shengyong [1 ,2 ]
机构
[1] Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou 310023, Zhejiang, Peoples R China
[2] Tianjin Univ Technol, Coll Comp Sci & Engn, Tianjin 300384, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Vision sensor; time of flight; depth image; sensing device; computer vision; 3D vision; REAL-TIME; DEPTH IMAGE; GESTURE RECOGNITION; MODULATION METHOD; PEOPLE DETECTION; STEREO DATA; TOF; RANGE; CALIBRATION; SENSORS;
D O I
10.1109/ACCESS.2019.2891693
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Three-dimensional (3D) data acquisition and real-time processing is a critical issue in an artificial vision system. The developing time-of-flight (TOF) camera as a real-time vision sensor for obtaining depth images has now received wide attention, due to its great potential in many areas, such as 3D perception, computer vision, robot navigation, human-machine interaction, augmented reality, and so on. This paper survey advances in TOF imaging technology mainly from the last decade. We focus only on recent progress of overcoming limitations such as systematic errors, object boundary ambiguity, multipath error, phase wrapping, and motion blur, and address the theoretical principles and future research trends as well.
引用
收藏
页码:12495 / 12510
页数:16
相关论文
共 211 条
[1]   Epipolar Time-of-Flight Imaging [J].
Achar, Supreeth ;
Bartels, Joseph R. ;
Whittaker, William L. ' ReD' ;
Kutulakos, Kiriakos N. ;
Narasimhan, Srinivasa G. .
ACM TRANSACTIONS ON GRAPHICS, 2017, 36 (04)
[2]   Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo [J].
Adam, Amit ;
Dann, Christoph ;
Yair, Omer ;
Mazor, Shai ;
Nowozin, Sebastian .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 39 (05) :851-864
[3]  
Anderson D., 2005, Proc. Int. Conf. Sens. Technol. Palmerst. North, V2005, P17
[4]  
[Anonymous], AUSTR C ROB AUT 2016
[5]  
[Anonymous], P IEEE C COMP VIS PA
[6]  
[Anonymous], TOF RANGE IMAGING CA
[7]  
[Anonymous], 2014, PARALLEL PARTICLE FI, DOI DOI 10.1109/EVS.2013.6914726
[8]  
[Anonymous], 2015, 2015 EUR C MOB ROB E, DOI DOI 10.1109/ECMR.2015.7324208
[9]  
[Anonymous], 2017, HDB DIGITAL GAMES EN, DOI DOI 10.1007/978-981-4560-50-4_47
[10]  
BALURE C S, 2017, P INT C COMPUTER VIS, P543