Compressive HDR light field imaging

Synthetic and real data set for compressive HDR light field imaging. There are 85 real light fields that are captured with Lytro camera with 5 exposures. The LDR light fields are decoded by [1] and merged view-per-view into an HDR light field using [2]. The synthetic data set is produced using Blender and contains 5 different scenes. Each scene was rendered using a 7x7 grid of cameras. Moreover, we have also produced different baselines, i.e. the distance between the cameras in the 7x7 grid.

For more infomation and questions please contact Saghi Hajisharif : saghi.hajisharif at liu.se or Ehsan Miandji ehsan.miandji at liu.se.

[1] Dansereau, Donald G., Oscar Pizarro, and Stefan B. Williams. "Decoding, calibration and rectification for lenselet-based plenoptic cameras." Proceedings of the IEEE conference on computer vision and pattern recognition. 2013.
[2] Debevec, Paul E., and Jitendra Malik. "Recovering high dynamic range radiance maps from photographs." ACM SIGGRAPH 2008 classes. 2008. 1-10.

If you found the dataset or our published paper useful please consider citing:


The Synthetic data set, containing 5 rendered light fields with different baselines between the neighboring cameras. Hover over the thumbnail images to see the different light field views. Light field resolution: 960x540x3x7x7, i.e. 7x7 color images of resolution 960x540. Download all (14.8GBs)

Pabellon: Download
Barbershop: Download
Classroom: Download
Cosmos: Download

The real data set, containing 85 real light fields. Hover over the thumbnail images to see the different light field views. Light field resolution: 434x625x3x7x7, i.e. 7x7 color images of resolution 434x625. Download all (4.8GB)

ArbetsMusuem: Download HDR histogram:
ArbetsMusuem 2: Download
ArbetsMusuem 3: Download
ArbetsMusuem 4: Download
Begonia: Download
BikeCloseup 1: Download
BikeCloseup 2: Download
BikeCloseup 3: Download
BikeCloseup 4: Download
Bikes 2: Download
Bikes 4: Download
Bridge 4: Download
Bridge 5: Download
BuildingCloseup 1: Download
BuildingCloseup 2: Download
BuildingCloseup 3: Download
BuildingCloseup 4: Download
Buildings 3: Download
Cactus: Download
Cactus 2: Download
Calculator: Download
Calculator 2: Download
CalmRoom: Download
Campus: Download
CarCloseup 1: Download
CarCloseup 2: Download
CarCloseup 3: Download
Cars: Download
ColorChecker: Download
Cottage: Download
DayWindow: Download
Dog Status: Download
Dude: Download
Dude 2: Download
Entrance: Download
Ficus: Download
Glass 1: Download
Glass 2: Download
Glass 3: Download
Glass 4: Download
Glasses 1: Download
Glasses 2: Download
Glasses 3: Download
Handsanitizer: Download
Indoor: Download
Kakenhus 4: Download
Kakenhus 5: Download
Kakenhus 6: Download
Kakenhus 7: Download
Kopparhamaren 6: Download
KvarnBacken: Download
Room: Download
Trophy: Download
NewsStand: Download
NightScenes 2: Download
NightScenes 4: Download
NightScenes 5: Download
NightScenes 8: Download
Outdoor 1: Download
Outdoor 2: Download
OutsideWindow: Download
Park: Download
Park2: Download
Park3: Download
Passage: Download
Pendulum: Download
Pendulum2: Download
Plane: Download
Plane2: Download
Plane3: Download
Plane4: Download
Plane5: Download
Plane6: Download
Plane7: Download
Plant2: Download
Plant3: Download
Street2: Download
StudyRoom2: Download
Toy2: Download
Trees: Download
Window3: Download
WindowCloseup: Download
WindowCloseup3: Download
WindowCloseup4: Download