Awesome
AFNet
Adaptive fusion network for RGB-D salient object detection
This repo. is an official implementation of the AFNet , which has been accepted in the journal Neurocomputing, 2023.
The main pipeline is shown as the following,
And some results are presented
Dependencies
>= Pytorch 1.0.0
OpenCV-Python
[optional] matlab
Datasets
Training and testing datasets are available at
(Baidu) [code:jyb2]
Training
python train.py
We provide the trained backbone Google.
Test
python test.py
We provide the trained model file (Baidu) [code:r7wc] (Google)
The prediction results are also available (Baidu). [code:ijj9]
Citation
Please cite the AFNet in your publications if it helps your research:
@article{CHEN2022,
title = {Adaptive fusion network for RGB-D salient object detection},
author = {Tianyou Chen and Jin Xiao and Xiaoguang Hu and Guofeng Zhang and Shaojie Wang},
journal = {Neurocomputing},
year = {2023},
}