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Datasets/LFSD

LFSD

Light Field Saliency Database

ImagesUnknownIntroduced 2014-01-01

The Light Field Saliency Database (LFSD) contains 100 light fields with 360×360 spatial resolution. A rough focal stack and an all-focus image are provided for each light field. The images in this dataset usually have one salient foreground object and a background with good color contrast.

Source: Light Field Saliency Detection with Deep Convolutional Networks Image Source: https://sites.duke.edu/nianyi/publication/saliency-detection-on-light-field/

Benchmarks

16k/S-Measure16k/Average MAE16k/max E-Measure16k/max F-Measure2D Classification/S-Measure2D Classification/Average MAE2D Classification/max E-Measure2D Classification/max F-Measure2D Object Detection/S-Measure2D Object Detection/Average MAE2D Object Detection/max E-Measure2D Object Detection/max F-Measure3D/S-Measure3D/Average MAE3D/max E-Measure3D/max F-MeasureObject Detection/S-MeasureObject Detection/Average MAEObject Detection/max E-MeasureObject Detection/max F-Measure

Statistics

Papers
80
Benchmarks
20

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Tasks

16k2D Classification2D Object Detection3DObject DetectionRGB-D Salient Object Detection