Modelling and Compensating Internal Light Scattering in Time of Flight Range Cameras

被引:15
作者
Karel, Wilfried [1 ]
Ghuffar, Sajid [1 ]
Pfeifer, Norbert [1 ]
机构
[1] Vienna Univ Technol, Vienna, Austria
关键词
image restoration; point spread function; range imaging; scattering; time of flight;
D O I
10.1111/j.1477-9730.2012.00685.x
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Time of flight range cameras simultaneously gather object distances for all pixels of a focal plane array by evaluating the round-trip time of an emitted signal. While ranging precisions typically amount to some centimetres, accuracies may be worse by an order of magnitude. Scattering is one of the sources of systematic errors, caused by the spreading of portions of the incident light over the sensor due to multiple reflections between the sensor, lens and optical filter. The present contribution analyses this phenomenon with respect to various capture parameters, with the objective of achieving a better understanding and a validation of assumptions. Subsequently, the authors derive both image space invariant and variant models for scattering, apply them to test scenes, and compare the results to each other and to those of existing methods.
引用
收藏
页码:155 / 174
页数:20
相关论文
共 18 条
[1]  
Chiabrando F, 2010, INT ARCH PHOTOGRAMM, V38, P149
[2]   Undue Influence: Mitigating Range-Intensity Coupling in AMCW 'Flash' Lidar Using Scene Texture [J].
Godbaz, J. P. ;
Cree, M. J. ;
Dorrington, A. A. .
2009 24TH INTERNATIONAL CONFERENCE IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ 2009), 2009, :304-309
[3]  
GUDMUNDSSON SA, 2007, P INT S SIGN CIRC SY, P1
[4]  
Jamtsho S, 2010, INT ARCH PHOTOGRAMM, V38, P299
[5]  
Karel W, 2010, INT ARCH PHOTOGRAMM, V38, P316
[6]  
Karel W., 2009, SPIE, V7239
[7]  
KAREL W, 2008, INT ARCH PHOTOGRA B5, V37, P945
[8]  
Kavli T., 2008, SPIE, V7066
[9]   Time-of-flight range imaging with a custom solid-state image sensor [J].
Lange, R ;
Seitz, P ;
Biber, A ;
Schwarte, R .
LASER METROLOGY AND INSPECTION, 1999, 3823 :180-191
[10]   Accuracy Performance of a Time-of-flight CMOS Range Image Sensor System [J].
Leonardi, Francesco ;
Covi, Daniele ;
Petri, Dario ;
Stoppa, David .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (05) :1563-1570