BPFINet

BPFINet: Boundary-aware Progressive Feature Integration Network for Salient Object Detection

This repo. is an official implementation of the BPFINet , which has been accepted in the journal Neurocomputing, 2021.

The main pipeline is shown as the following,

And some visualization results are listed

Dependencies

>= Pytorch 1.0.0
OpenCV-Python
[optional] matlab

Training

pretrained resnet50 is available at (Baidu) [code:nfih]

python deep_supervision_main.py 

Test

 python deep_supervision_main.py --mode=test 

We provide the trained model file (Baidu) [code:88n3]

The saliency maps are also available (Baidu). [code:l9n9]

(Google)

Citation

Please cite the BPFINet in your publications if it helps your research:

@article{CHEN2021,
  title = {BPFINet: Boundary-aware Progressive Feature Integration Network for Salient Object Detection},
  author = {Tianyou Chen and Xiaoguang Hu and Jin Xiao and Guofeng Zhang},
  journal = {Neurocomputing},
  year = {2021},
}

Reference

poolnet