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ERPNet (TCYB 2022)

Edge-guided Recurrent Positioning Network for Salient Object Detection in Optical Remote Sensing Images, Xiaofei Zhou, Kunye Shen, Li Weng, Runmin Cong, Bolun Zheng, Jiyong Zhang, and Chenggang Yan.

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.
KunyeShen@outlook.com

Architecture

ERPNet architecture

Quantitative Comparison

Quantitative Comparison

Qualitative Comparison

Qualitative Comparison