ImagesRGB-D

RGB-D-D

Introduced in Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline2021

About this Dataset

RGB-D-D is a large-scale dataset for depth map super-resolution (SR). It consists of real-world paired low-resolution (LR) and high-resolution (HR) depth maps. The paired LR and HR depth maps are captured from mobile phone and Lucid Helios respectively ranging from indoor scenes to challenging outdoor scenes.

Source: Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline

Dataset Variants

RGB-D-D

Papers1

Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline

This work constructs a large-scale dataset named "RGB-D-D", in which the high-frequency component adaptively decomposed from RGB image to guide the depth map SR, and provides a fast depth map super-resolution (FDSR) baseline.

Tasks

EDIT

Depth Map Super-Resolution

Similar Datasets

MNIST

CelebA

JFT-300M

Statistics

Papers

1

Tasks

32

Introduced

2021

License

Custom (non-commercial)

Modalities

ImagesRGB-D