Principles of Light Field Imaging: Briefly revisiting 25 years of research

Light field imaging offers powerful new capabilities through sophisticated digital processing techniques that are tightly merged with unconventional optical designs. This combination of imaging technology and computation necessitates a fundamentally different view of the optical properties of imaging systems and poses new challenges for the traditional signal and image processing domains. In this article, we aim to provide a comprehensive review of the considerations involved and the difficulties encountered in working with light field data.

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

[2]  Atsushi Shimada,et al.  TransCut: Transparent Object Segmentation from a Light-Field Image , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[3]  Ravi Ramamoorthi,et al.  A Light Transport Framework for Lenslet Light Field Cameras , 2015, TOGS.

[4]  Shree K. Nayar,et al.  Ieee Transactions on Image Processing Computational Cameras: Convergence of Optics and Processing , 2022 .

[5]  Aaron S. Andalman,et al.  Wave optics theory and 3-D deconvolution for the light field microscope. , 2013, Optics express.

[6]  Harry Shum,et al.  Plenoptic sampling , 2000, SIGGRAPH.

[7]  Shree K. Nayar,et al.  PiCam , 2013, ACM Trans. Graph..

[8]  Frédo Durand,et al.  Linear view synthesis using a dimensionality gap light field prior , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[9]  M. Landy,et al.  The Plenoptic Function and the Elements of Early Vision , 1991 .

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

[11]  Zhan Yu,et al.  An analysis of color demosaicing in plenoptic cameras , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[12]  Marc Levoy,et al.  Light field rendering , 1996, SIGGRAPH.

[13]  Richard Szeliski,et al.  The lumigraph , 1996, SIGGRAPH.

[14]  Ren Ng Fourier Slice Photography , 2005 .

[15]  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).

[16]  Frédo Durand,et al.  Light Field Reconstruction Using Sparsity in the Continuous Fourier Domain , 2014, ACM Trans. Graph..

[17]  Sven Wanner,et al.  Variational Light Field Analysis for Disparity Estimation and Super-Resolution , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[18]  Alexei A. Efros,et al.  Occlusion-Aware Depth Estimation Using Light-Field Cameras , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[19]  Pat Hanrahan,et al.  Digital correction of lens aberrations in light field photography , 2006, International Optical Design Conference.

[20]  Thomas Pock,et al.  Variational Shape from Light Field , 2013, EMMCVPR.

[21]  Leonard McMillan,et al.  Dynamically reparameterized light fields , 2000, SIGGRAPH.

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

[23]  Marc Levoy,et al.  High performance imaging using large camera arrays , 2005, SIGGRAPH 2005.

[24]  Ramesh Raskar,et al.  Dappled photography: mask enhanced cameras for heterodyned light fields and coded aperture refocusing , 2007, SIGGRAPH 2007.

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

[26]  Marc Levoy,et al.  Light Fields and Computational Imaging , 2006, Computer.

[27]  Tom E. Bishop,et al.  Light field superresolution , 2009, 2009 IEEE International Conference on Computational Photography (ICCP).

[28]  Christoph Brücker,et al.  Multiple-plane particle image velocimetry using a light-field camera. , 2013, Optics express.

[29]  M. Levoy Light field photography, microscopy, and illumination , 2010 .

[30]  Gordon Wetzstein,et al.  Computational Plenoptic Imaging , 2011, SIGGRAPH '12.

[31]  Kathrin Berkner,et al.  Image formation analysis and high resolution image reconstruction for plenoptic imaging systems. , 2013, Applied optics.

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

[33]  Jaakko Lehtinen,et al.  Temporal light field reconstruction for rendering distribution effects Citation , 2011 .

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

[35]  W. Freeman,et al.  Understanding Camera Trade-Offs through a Bayesian Analysis of Light Field Projections , 2008, ECCV.

[36]  Can Chen,et al.  Depth Recovery from Light Field Using Focal Stack Symmetry , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[37]  In-So Kweon,et al.  Accurate depth map estimation from a lenslet light field camera , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[38]  Lennart Wietzke,et al.  Single lens 3D-camera with extended depth-of-field , 2012, Electronic Imaging.

[39]  Li-Yi Wei,et al.  Improving light field camera sample design with irregularity and aberration , 2015, ACM Trans. Graph..

[40]  Hans-Peter Seidel,et al.  A reconfigurable camera add-on for high dynamic range, multispectral, polarization, and light-field imaging , 2013, ACM Trans. Graph..

[41]  David Salesin,et al.  Surface light fields for 3D photography , 2000, SIGGRAPH.