3DLF-Scan dataset: Multi-sensor 3D light-field and structured-light ...
...We assembled this dataset to (i) stress-test high-fidelity sparse-to-dense depth completion on light-field imagery, (ii) provide pose-aware, 360° turntable sequences for multi-view and SfM/MVS algorithms, and (iii) supply calibration artifacts for reproducible pipelines in common 3D toolchains....
https://www.sciencedirect.com/science/article/pii/S2352340926001563
GitHub - lightfield-analysis/resources: A list of data sets and other ...
...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....
https://github.com/lightfield-analysis/resources
High-quality three-dimensional visualization system for light field ...
...This system provides high-quality 3D visualization by combining a depth map estimated from the light field with high-resolution two-dimensional (2D) images and texture information....
https://www.sciencedirect.com/science/article/pii/S0143816624000769
Light-Field Dataset for Disparity Based Depth Estimation
...To design, develop, implement, and test novel disparity-based light field depth estimation algorithms, the availability of suitable light field image datasets is essential. In this paper, a publicly available light field image dataset is intro-duced and thoroughly described....
https://arxiv.org/pdf/2511.05866
SynLF: Zero-Shot Metric Depth from Light Field Cameras via ...
...SynLF: Zero-Shot Metric Depth from Light Field Cameras via Physics-Grounded Synthesis ??: ECCV 2026 ??: ECCV 2026 Poster ??: 3D?? ???: ??????, ?????????, ????????, ?????, ???? ????? ?????????????????????????????? SynLF ??????? ......
https://papernotes.org/ECCV2026/3d_vision/synlf_zero-shot_metric_depth_from_light_field_cameras_via_physics-grounded_synth/
Light Field Resources - GitHub
...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....
https://github.com/Scientific-Research-Resource/Light-Field-Resources
A Light Field Depth Estimation Algorithm Considering Blur ... - MDPI
...We propose a depth estimation algorithm that fuses blurry features and planar geometric structure priors, aimed at overcoming the limitations of traditional methods in neighborhood selection and mismatching in weak texture regions....
https://www.mdpi.com/2076-3417/15/3/1447
3D Image Acquisition and Light Fields - Springer
...We start with a discussion of the basic limits of projective mapping for three-dimensional vision (Section 8.2). Then we deepen these relationships theoretically by introducing the light field....
https://link.springer.com/content/pdf/10.1007/978-3-032-04806-6_8.pdf
Light-Field - University of California, San Diego
...We develop a new algorithm, Deep 3D Mask Volume, which enables temporally stable view extrapolation from binocular videos of dynamic scenes, captured by static cameras....
https://cseweb.ucsd.edu/~viscomp/projects/LF/
Benchmark dataset for depth estimation from lightfield images
...This data set allows more precise 3D pointcloud level comparison of algorithms for the task of depth estimation or 3D point cloud reconstruction from light field images....
https://ieee-dataport.org/documents/benchmark-dataset-depth-estimation-lightfield-images