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Is Depth Really Necessary for Salient Object Detection? ACM MM 2020

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Is Depth Really Necessary for Salient Object Detection?

The PyTorch implementation of the DASNet.

Please see details at http://cvteam.net/projects/2020/DASNet/

Personal Page https://zhao1f.github.io/.

Prerequisites

DIR

  • res: resnet pre-trained models
  • eval: test results
  • data: datasets

Results

Train

RGB-D training sets: RGBD-TR

cd src
python train.py

Test

cd src
python test.py

Evaluation

cd eval
matlab
main

Citation

  • If you find this work helpful, please cite our paper
@inproceedings{zhao2020DASNet,
  title={Is depth really necessary for salient object detection?},
  author={Zhao, Jiawei and Zhao, Yifan and Li, Jia and Chen, Xiaowu},
  booktitle={Proceedings of the 28th ACM International Conference on Multimedia},
  pages={1745--1754},
  year={2020}
}

Reference

This project is based on the following implementations:

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Is Depth Really Necessary for Salient Object Detection? ACM MM 2020

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