Calibrating Light-Field Cameras Using Plenoptic Disc Features

This paper proposes a new method for estimating calibration parameters of plenoptic cameras by minimizing the nonlinear plenoptic reprojection error. Novel plenoptic feature types are proposed as data for the calibration method. These plenoptic disc features are in a natural one-to-one correspondence with physical points in front of the camera. We exploit the intrinsic geometry of plenoptic cameras in a novel projection model that relates the plenoptic disc features to physical points. The resulting calibration quality, as quantified by mean reprojection error and 3D reconstruction error, outperforms recently published results.

[1]  Ralph E. Jacobson,et al.  Manual of Photography: Photographic and Digital Imaging , 2001 .

[2]  Uwe Stilla,et al.  From the Calibration of a Light-Field Camera to Direct Plenoptic Odometry , 2017, IEEE Journal of Selected Topics in Signal Processing.

[3]  Biao Zhang,et al.  Geometric calibration of focused light field camera for 3-D flame temperature measurement , 2016, 2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings.

[4]  Qing Wang,et al.  Decoding and calibration method on focused plenoptic camera , 2016, Computational Visual Media.

[5]  Klaus H. Strobl,et al.  Stepwise calibration of focused plenoptic cameras , 2016, Comput. Vis. Image Underst..

[6]  Uwe Stilla,et al.  Depth estimation and camera calibration of a focused plenoptic camera for visual odometry , 2016 .

[7]  Michael Potmesil,et al.  Synthetic Image Generation with a Lens and Aperture Camera Model , 1982, TOGS.

[8]  Stephan Hussmann,et al.  Automated Robust Metric Calibration Algorithm for Multifocus Plenoptic Cameras , 2016, IEEE Transactions on Instrumentation and Measurement.

[9]  Daniel Cremers,et al.  Adopting an unconstrained ray model in light-field cameras for 3D shape reconstruction , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[10]  Sébastien Ourselin,et al.  Corner-Based Geometric Calibration of Multi-focus Plenoptic Cameras , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[11]  In So Kweon,et al.  Geometric Calibration of Micro-Lens-Based Light-Field Cameras Using Line Features , 2014, ECCV.

[12]  Stefan B. Williams,et al.  Decoding, Calibration and Rectification for Lenselet-Based Plenoptic Cameras , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[13]  Bastian Goldlücke,et al.  On the Calibration of Focused Plenoptic Cameras , 2013, Time-of-Flight and Depth Imaging.

[14]  P. Hanrahan,et al.  Light Field Photography with a Hand-held Plenoptic Camera , 2005 .

[15]  Qing Wang,et al.  Light field camera self-calibration and registration , 2016, SPIE/COS Photonics Asia.

[16]  Christopher Hahne The standard plenoptic camera: applications of a geometrical light field model , 2016 .

[17]  Andrew Lumsdaine,et al.  The focused plenoptic camera , 2009, 2009 IEEE International Conference on Computational Photography (ICCP).