Improved Correction Algorithm for Harmonic- and Intensity-Related Errors in Time-of-Flight Cameras

Bin Jiang; Xiangliang Jin

doi:10.3788/AOS202040.0111024

[1] Xiao J S, Tian H, Zou W T et al. Stereo matching based on convolutional neural network[J]. Acta Optica Sinica, 38, 0815017(2018).

[2] Liu F, He C Q, Shen A M et al. Optimized compensation method of divisional projection for saturated region of structured light[J]. Acta Optica Sinica, 38, 0612001(2018).

[3] Peters C, Klein J, Hullin M B et al. Solving trigonometric moment problems for fast transient imaging[J]. ACM Transactions on Graphics, 34, 220(2015).

[4] Mure-Dubois J, Hügli H. Optimized scattering compensation for time-of-flight camera[J]. Proceedings of SPIE, 6762, 67620H(2007).

[5] Gudmundsson S A, Aanaes H, Larsen R. Environmental effects on measurement uncertainties of time-of-flight cameras. [C]//2007 International Symposium on Signals, Circuits and Systems, July 13-14, 2007, Iasi, Romania. New York: IEEE, 9832948(2007).

[6] Lindner M, Kolb A. Calibration of the intensity-related distance error of the PMD TOF-camera[J]. Proceedings of SPIE, 6764, 67640W(2007).

[7] Hussmann S, Huhn P, Hermanski A. Systematic distance deviation error compensation for a TOF-camera in the close-up range. [C]//2012 IEEE International Instrumentation and Measurement Technology Conference Proceedings, May 13-16, 2012, Graz, Austria. New York: IEEE, 12837181(2012).

[8] Budge S E, Badamikar N S. Calibration method for texel images created from fused flash lidar and digital camera images[J]. Optical Engineering, 52, 103101(2013).

[9] Ferstl D, Reinbacher C, Riegler G et al. Learning depth calibration of time-of-flight cameras[C]//BMVC 2015, September 7-10, 2015, Swansea, UK., 102(2015).

[10] Wiedemann M, Sauer M, Driewer F et al. Analysis and characterization of the PMD camera for application in mobile robotics[J]. IFAC Proceedings Volumes, 41, 13689-13694(2008).

[11] Kim Y M, Chan D, Theobalt C et al. Design and calibration of a multi-view TOF sensor fusion system. [C]//2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, June 23-28, 2008, Anchorage, AK, USA. New York: IEEE, 10104290(2008).

[12] Alenyà G, Foix S, Torras C. TOF cameras for active vision in robotics[J]. Sensors and Actuators A: Physical, 218, 10-22(2014).

[13] Staranowicz A, Mariottini G L. A comparative study of calibration methods for Kinect-style cameras. [C]//Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, June 6-8, 2012, Heraklion, Crete, Greece. New York: ACM, 49(2012).

[14] Jung J, Lee J Y, Jeong Y et al. Time-of-flight sensor calibration for a color and depth camera pair[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, 1501-1513(2015).

[15] Chen C, Yang B S, Song S et al. Calibrate multiple consumer RGB-D cameras for low-cost and efficient 3D indoor mapping[J]. Remote Sensing, 10, 328(2018).

[16] Xie M, Cooperstock J R. Time-of-flight camera calibration for improved 3D reconstruction of indoor scenes. [C]//2014 Seventh International Symposium on Computational Intelligence and Design, December 13-14, 2014, Hangzhou, China. New York: IEEE, 478-481(2014).

[17] Lachat E. MacHer H, Landes T, et al. Assessment and calibration of a RGB-D camera (Kinect v2 sensor) towards a potential use for close-range 3D modeling[J]. Remote Sensing, 7, 13070-13097(2015).

[18] Rodriguez-Gonzalvez P, Gonzalez-Aguilera D, Gonzalez-Jorge H et al. Low-cost reflectance-based method for the radiometric calibration of Kinect 2[J]. IEEE Sensors Journal, 16, 1975-1985(2016).

[19] Mersmann S, Seitel A, Erz M et al. Calibration of time-of-flight cameras for accurate intraoperative surface reconstruction[J]. Medical Physics, 40, 082701(2013).

[20] Jiao J C, Yuan L B, Tang W H et al. A post-rectification approach of depth images of Kinect v2 for 3D reconstruction of indoor scenes[J]. ISPRS International Journal of Geo-Information, 6, 349(2017).

[21] Lindner M, Kolb A. Lateral and depth calibration of PMD-distance sensors[M]. //Bebis G, Boyle R, Parvin B, et al. Advances in visual computing. Lecture notes in computer science. Berlin, Heidelberg: Springer, 4292, 524-533(2006).

[22] Lindner M, Schiller I, Kolb A et al. Time-of-flight sensor calibration for accurate range sensing[J]. Computer Vision and Image Understanding, 114, 1318-1328(2010).

[23] Hussmann S, Knoll F, Edeler T. Modulation method including noise model for minimizing the wiggling error of TOF cameras[J]. IEEE Transactions on Instrumentation and Measurement, 63, 1127-1136(2014).

[24] Radmer J, Fusté P M, Schmidt H et al. Incident light related distance error study and calibration of the PMD-range imaging camera. [C]//2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, June 23-28, 2008, Anchorage, AK, USA. New York: IEEE, 10104295(2008).

[25] Belhedi A, Bourgeois S, Gay-Bellile V et al. Non-parametric depth calibration of a TOF camera. [C]//2012 19th IEEE International Conference on Image Processing, September 30-October 3, 2012, Orlando, FL, USA. New York: IEEE, 549-552(2012).

[26] Oprisescu S, Falie D, Ciuc M et al. Measurements with TOF cameras and their necessary corrections. [C]//2007 International Symposium on Signals, Circuits and Systems, July 13-14, 2007, Iasi, Romania. New York: IEEE, 9808818(2007).

[27] Corti A, Giancola S, Mainetti G et al. A metrological characterization of the Kinect V2 time-of-flight camera[J]. Robotics and Autonomous Systems, 75, 584-594(2016).