MaD

Description

This is the source code for ''Improving RGB-D Salient Object Detection via Modality-aware Decoder''(IEEE TIP 2022).

If you have any question, please contact at songsook@163.com.

Getting Started

Requirements

• Python 3.7+
• Pytorch 1.6.0+
• CUDA v10.1, cudnn v.7.5.0
• torchvision

Data Preprocessing

Download the training (NJUD and NLPR) and testing datasets.

Test

python3 test.py

Citation

Please cite the following article when referring to this method.

@ARTICLE{9894275,
  author={Song, Mengke and Song, Wenfeng and Yang, Guowei and Chen, Chenglizhao},
  journal={IEEE Transactions on Image Processing}, 
  title={Improving RGB-D Salient Object Detection via Modality-Aware Decoder}, 
  year={2022},
  volume={31},
  number={},
  pages={6124-6138},
  doi={10.1109/TIP.2022.3205747}}

Acknowledgement

Thanks to BBSNet and GloRe.