Awesome

RGBD-SOD-datasets

All common RGB-D Saliency Datasets we collected are shared in ready-to-use manner.

Ready-to-use Package

We directly provide a ready-to-use download package, including all test sets, and two popular training sets in the RGB-D Saliency Detection.

All test datasets, fetch code is b2p2.
Training dataset 1, including NJUD and NLPR, fetch code is 76gu.
Training dataset 2, including NJUD and NLPR, DUT, fetch code is 201p.

RGB-D Saliency Datasets

Datasets	NJUD	DUTLF-Depth	NLPR	SIP	STEREO	LFSD	RGBD135	SSD	ReDWeb-S	COME15K
Size	1985	1200	1000	929	797/1000	100	135	80	3179	15625
Publication	ICIP	ICCV	ECCV	TNNLS	CVPR	CVPR	ICIMCS	ICCVW	ReDWeb-S	ICCV
Download link	here	here	here	here	here/1000_ori	here	here	here	here	here

Tips: All data is uniformly resized to 256×256 for training purposes.

Citation

Please cite our paper if you use our dataset (DUTLF-Depth) in your research

@inproceedings{piao2019depth,
  title={Depth-induced multi-scale recurrent attention network for saliency detection},
  author={Piao, Yongri and Ji, Wei and Li, Jingjing and Zhang, Miao and Lu, Huchuan},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={7254--7263},
  year={2019}
}

Evaluation Metrics

Metrics	*	*	*	*
E-measure	S-measure	weighted F & F-measure	MAE	PR-curves
Integration into a easy way.	*	*	*	The link is here

This Toolbox contains near all evaluation metrics for salient object detection including E-measure, S-measure, weighted F & F-measure, MAE scores and PR curves or bar metrics.

Contact Us

If you have any questions, please contact us ( weiji.dlut@gmail.com ).