the Sintel 4D Light Field Videos dataset

Kinoshita, Takahiro;Ono, Satoshi

Description

The generated dataset consists of 23 synthetic 4D LFVs with 1,204x436 pixels, 9x9 views, and 20--50 frames, and has ground-truth depth values in the central view, so that can be used for training deep learning-based methods. Each scene was rendered with a clean'' pass after modifying the production file of Sintel'' with reference to the MPI Sintel dataset ~\cite{butler2012naturalistic}. A ``clean'' pass includes complex illumination and reflectance properties including specular reflections, such as smooth shading and specular reflections, while bokeh, motion blur, and semi-transparent objects are excluded.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

58%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

IEEE DataPort

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Management Information Systems

Field

Business, Management and Accounting

Domain

Social Sciences

Confidence Score

47%

Source

Scholar Data Model

Keywords

Artificial IntelligenceImage ProcessingComputer VisionMachine LearningLight fieldLight field videosyntheticSintelDepth estimationDisparity estimation

Normalization Factors

FT

51.92

CTw

1.00

MTw

1.00