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Saliency Prediction on Mobile Videos: A Large-scale Dataset and A Transformer Approach

dataset

1. Download dataset

The MVS database can be downloaded from DropBox or BiaduPan, code:mvsd.

The directory structure of the MVS dataset is as follows,

└── MVS  
    ├── Video-Number  
        ├── fixation_maps
        ├── fixations
        ├── frames
        ├── saliency_maps
└── video2frame.py

To get each frame of a video, you need to run:

python video2frame.py 

2. The training and testing code will be updated soon.

Visualization of predicted saliency maps of our and other compared approaches over two mobile video clips in MVS dataset.

visualization

Contact

If you have any questions, please contact wenshijie@buaa.edu.cn

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Official code and dataset of MVFormer

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