Light Field Resources

This is a (work in progress) repo for collecting links to data sets, source code, and other resources related to research on light fields for computer vision. This is an open list maintained by the light field community. So please feel encouraged to contribute by adding/updating information or by fixing broken links. You may edit this file directly and make a pull request or send an email to contact(at)lightfield-analysis.net.

For further information and interaction within the light field community, have a look at:

• Light Field Forum
• Mailing List / General Light Field Vision Google Group

Background Information / General Light Field Information

• Wikipedia
• plenoptic.info provides some nice visualizations on how micro lens based plenoptic cameras work
• Todor Georgievs Website insights into plenoptic cameras. No longer updated (?)
• A Taxonomy and Evaluation of Dense Light Field Depth Estimation Algorithms paper with an in depth overview of depth estimation approaches for 4D light fields
• Light Fields and Computational Imaging early survey of the theory and practice of light field imaging
• please add more :)

Datasets

• Stanford Light Field Archives: Old, New, Lytro, and Multiview
• MIT Synthetic Light Field Archive
• 4D Light Field Dataset (CVIA Konstanz & HCI Heidelberg)
• HCI 4D Light Field Dataset
• Lytro first generation dataset
• EPFL Light-Field Image Dataset
• Disney High Spatio-Angular Resolution Light Fields
• Light field Saliency Dataset (LFSD)
• LCAV-31 - A Dataset for Light Field Object Recognition
• A 4D Light-Field Dataset for Material Recognition
• Data for: Occlusion-aware depth estimation using light-field cameras
• DDFF 12-Scene 4.5D Lightfield-Depth Benchmark
• INRIA Lytro Light Field Dataset
• HFUT Lytro Illum Dataset for Saliency Detection
• Graz University, EtaArgus
• University Rome, SMART Dataset
• MPI Light Field Intrinsics
• MPI Light Field Archive
• Matching Lytro and Raytrix Dataset
• CVIA Konstanz Specular Dataset
• V-SENSE Lytro Illum Dataset
• IRIS Lytro Illum Light Field Dataset
• IRIS Light field video dataset captured by a R8 Raytrix camera
• Custom-built Plenoptic Camera Dataset (OSA Publishing)
• POV-Ray LF dataset (900LFs incl. depth), paper: Convolutional Networks for Shape from Light Field, CVPR16
• [Lightfield with depth ground-truth] (https://sites.google.com/view/cvia/plenoptic-imaging)
• please add more :)

Tools

• Matlab Light Field Toolbox
• cocolib light field suite
• Geometric light field camera calibration toolbox
• Blender addon to create synthetic light field data sets
• Plenoptic Toolbox 2.0
• Plenoptic-Simulation
• Matlab Light Field Toolbox - CLIM / V-SENSE
• Light Field Colour correction
• [Light Field focus calibration and depth estimation] (https://www.mathworks.com/matlabcentral/fileexchange/67876-lightfield-focus-calibration-for-metric-depth-estimation)
• Plenoptisign - Light Field Geometry Estimator
• Plenopticam - Light Field Rendering Software App
• please add more :)

Algorithm Source Code

• LiFF Light Field Feature Detector and Descriptor
• Accurate Depth Map Estimation from a Lenslet Light Field Camera (*LF)
• Occlusion-aware depth estimation using light-field cameras (*LF_OCC)
• Empirical Bayesian Light-Field Stereo Matching by Robust Pseudo Random Field Modeling (RPRF)
• Robust Depth Estimation for Light Field via Spinning Parallelogram Operator (SPO)
• LFBM5D filter for light field denoising and super-resolution
• please add more :)

Where applicable, the short name in parentheses denotes the acronym used on the 4D light field benchmark.

Workshops & Tutorials

• 1st Workshop on Light Fields for Computer Vision @ ECCV 2014
• 2nd Workshop on Light Fields for Computer Vision @ CVPR 2017
• please add more :)

People / Labs

• CVIA, Computer Vision and Image Analysis, Uni Konstanz, Germany
• SCI, Stanford Computational Imaging, Stanford University, USA
• HCI, Heidelberg Collaboratory for Image Processing, Heidelberg University, Germany
• ERC-CLIM, INRIA Rennes, France
• V-SENSE, School of Computer Science and Statistics, Trinity College Dublin, Ireland
• HD Vision Systems
• please add more :)