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Salient Object Detection Driven by Fixation Prediction (CVPR2018)
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README.md

ASNet

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Wenguan Wang, J. Shen, and A. Borji,

Salient object detection driven by fixation prediction,

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Wenguan Wang, J. Shen, X. Dong, A. Borji, and R. Yang,

Inferring salient objects from human fixations,

IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2019

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  1. Download our model from https://drive.google.com/file/d/1d-Kz0CQkUjmAOf2BX8UVWzgBLlH_m3vb/view?usp=sharing

  2. Run "main.py".

  3. The computed saliency maps are stored in the "saliency_predictions" folder.

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Our results on DUTS-TE, ECCSD, HKU, PASCAL-S and SOD can be found at https://drive.google.com/open?id=1oNbu-gBCU7B6fztg-NCFO8_AynDEU9fX

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Citation:

@inproceedings{wang2018salientfix,
  title={Salient object detection driven by fixation prediction},
  author={Wang, Wenguan and Shen, Jianbing and Dong, Xingping and Borji, Ali},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={1711--1720},
  year={2018}
}

@article{wang2019inferringSODfix,
  title={Inferring Salient Objects from Human Fixations},
  author={Wang, Wenguan and Shen, Jianbing and Dong, Xingping and Borji, Ali and Yang, Ruigang},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  year={2019},
}

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Contact Information Email:

wenguanwang.ai@gmail.com
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