This repository provides dataset access information for the USOD10K dataset used in our underwater salient object detection experiments.
The original USOD10K dataset used in this study is not redistributed in this repository.
USOD10K is a publicly available third-party dataset for underwater salient object detection. The dataset can be obtained from the original project page provided by the dataset authors:
https://github.com/Underwater-Robotic-Lab/USOD10K
Please refer to the original project page for dataset download links, copyright information, license terms, and usage restrictions. This repository only provides dataset access information and does not claim ownership of the original USOD10K dataset.
After downloading the USOD10K dataset from the original source, please organize the files as follows:
datasets/
USOD10K/
USOD10K-TR/
USOD10K-TR-RGB/
USOD10K-TR-GT/
USOD10K-TR-depth/
USOD10K-TR-Boundary/
USOD10K-Val/
USOD10K-Val-RGB/
USOD10K-Val-GT/
USOD10K-Val-depth/
USOD10K-Val-Boundary/
USOD10K-TE/
USOD10K-TE-RGB/
USOD10K-TE-GT/
USOD10K-TE-depth/
This repository does not redistribute the original images, ground-truth masks, depth maps, or boundary annotations of USOD10K.
The dataset is used only for academic research and experimental evaluation in this study. Users who need access to the original USOD10K data should download them from the original project page and follow the usage terms specified by the dataset authors.
If you use the USOD10K dataset, please cite the original paper:
@ARTICLE{10102831,
author={Hong, Lin and Wang, Xin and Zhang, Gan and Zhao, Ming},
journal={IEEE Transactions on Image Processing},
title={USOD10K: A New Benchmark Dataset for Underwater Salient Object Detection},
year={2025},
volume={34},
pages={1602--1615},
doi={10.1109/TIP.2023.3266163}
}