×

4D Light Field Dataset

ANNOUNCEMENT: The 2nd Workshop on Light Fields for Computer Vision will take place on July 26th in conjunction with CVPR 2017.
Visit our workshop website for a detailed workshop program. We are looking forward to meeting you in Hawaii!

Welcome to the 4D Light Field Benchmark website. This website provides light field data, software tools, and a benchmark evaluation as described in the ACCV 2016 paper "A Dataset and Evaluation Methodology for Depth Estimation on 4D Light Fields".

Per scene, we provide:

  • 9x9x512x512x3 light fields as individual PNGs
  • Config files with camera settings and disparity ranges
  • Per center view (except for the 4 test scenes):
    • 512x512 and 5120x5120 depth and disparity maps as PFMs
    • 512x512 and 5120x5120 evaluation masks as PNGs

We further provide depth and disparity maps for all 81 views of the additional scenes.
For file format descriptions and read/write utilities, see our Matlab and Python scripts.

Get the data

Your email will only be used to send you the download links and to keep you informed about updates and bugfixes.

Stratified


Backgammon, Range: [ -1.7, 0.7 ]


Dots, Range: [ -0.7, 0.9 ]


Pyramids, Range: [ -1.7, 1.2 ]


Stripes, Range: [ -0.3, 0.6 ]

Test


Bedroom, Range: [ -1.7, 2.2 ]


Bicycle, Range: [ -1.7, 1.7 ]


Herbs, Range: [ -3.1, 1.8 ]


Origami, Range: [ -2.0, 1.7 ]

Training


Boxes, Range: [ -2.2, 1.4 ]


Cotton, Range: [ -1.6, 1.5 ]


Dino, Range: [ -1.9, 1.9 ]


Sideboard, Range: [ -2.0, 1.7 ]

Additional


Antinous, Range: [ -3.3, 2.8 ]


Boardgames, Range: [ -1.8, 1.6 ]


Dishes, Range: [ -3.1, 3.5 ]


Greek, Range: [ -3.5, 3.1 ]


Kitchen, Range: [ -1.6, 1.8 ]


Medieval2, Range: [ -1.7, 2.0 ]


Museum, Range: [ -1.5, 1.3 ]


Pens, Range: [ -1.7, 2.0 ]


Pillows, Range: [ -1.7, 1.8 ]


Platonic, Range: [ -1.7, 1.5 ]


Rosemary, Range: [ -1.8, 1.8 ]


Table, Range: [ -2.0, 1.6 ]


Tomb, Range: [ -1.5, 1.9 ]


Tower, Range: [ -3.6, 3.5 ]


Town, Range: [ -1.6, 1.6 ]


Vinyl, Range: [ -1.6, 1.2 ]