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
>= Pytorch 1.0.0
OpenCV-Python
[optional] matlab
pretrained resnet50 is available at (Baidu) [code:nfih]
python deep_supervision_main.py
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)
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},
}