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Going Deeper with Nested U-Structure for Salient Object Detection

Going Deeper with Nested U-Structure for Salient Object Detection

U^2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection, Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaiane and Martin Jagersand."

(2020-May-04) The code will be released soon (before 2020-May-10)!

Contact: xuebin[at]ualberta[dot]ca

U^2-Net Architecture

U2NETPR

Quantitative Comparison

quan_1

quan_2

Qualitative Comparison

qual

Citation

@InProceedings{Qin_2020_PR,
author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Dehghan, Masood and Zaiane, Osmar and Jagersand, Martin},
title = {U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection},
booktitle = {Pattern Recognition},
year = {2020}
}

GitHub

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