The suitability of lightfield camera depth maps for coordinate measurement applications

Plenoptic cameras can capture 3D information in one exposure without the need for structured illumination, allowing grey scale depth maps of the captured image to be created. The Lytro, a consumer grade plenoptic camera, provides a cost effective method of measuring depth of multiple objects under controlled lightning conditions. In this research, camera control variables, environmental sensitivity, image distortion characteristics, and the effective working range of two Lytro first generation cameras were evaluated. In addition, a calibration process has been created, for the Lytro cameras, to deliver three dimensional output depth maps represented in SI units (metre). The novel results show depth accuracy and repeatability of +10.0 mm to -20.0 mm, and 0.5 mm respectively. For the lateral X and Y coordinates, the accuracy was +1.56 μm to −2.59 μm and the repeatability was 0.25 μm.

[1]  Jitendra Malik,et al.  Depth from Combining Defocus and Correspondence Using Light-Field Cameras , 2013, 2013 IEEE International Conference on Computer Vision.

[2]  Edward H. Adelson,et al.  Single Lens Stereo with a Plenoptic Camera , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Ayan Chakrabarti,et al.  Depth and Deblurring from a Spectrally-Varying Depth-of-Field , 2012, ECCV.

[4]  P. Hanrahan,et al.  Digital light field photography , 2006 .

[5]  Min-Jung Kim,et al.  Cost-aware depth map estimation for Lytro camera , 2014, 2014 IEEE International Conference on Image Processing (ICIP).

[6]  Patrick Pérez,et al.  Accurate Disparity Estimation for Plenoptic Images , 2014, ECCV Workshops.

[7]  Tom E. Bishop,et al.  Plenoptic depth estimation from multiple aliased views , 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

[8]  Philippe Robert,et al.  Hand-held 3D light field photography and applications , 2014, The Visual Computer.