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ERPNet (TCYB 2022)

Xiaofei Zhou, Kunye Shen, Li Weng, Runmin Cong, Bolun Zheng, Jiyong Zhang, and Chenggang Yan, Edge-guided Recurrent Positioning Network for Salient Object Detection in Optical Remote Sensing Images, IEEE Transactions on Cybernetics, 2022, doi: 10.1109/TCYB.2022.3163152.

Required libraries

Python 3.7
numpy 1.18.1
scikit-image 0.16.2
PyTorch 1.4.0
torchvision 0.5.0
glob

Usage

  1. Clone this repo
https://github.com/Kunye-Shen/ERPNet.git
  1. We also provide the predicted saliency maps (GoogleDrive or baidu extraction code: 8z2p.). You can download directly through the above methods, or contact us through the following email.
zxforchid@outlook.com

Architecture

ERPNet architecture

Quantitative Comparison

Quantitative Comparison

Qualitative Comparison

Qualitative Comparison