cmsflash/global-context-module

Implementation for ECCV 2020 paper Fast Video Object Segmentation using the Global Context Module

Efficient Attention

The repository of ECCV 2020 paper Fast Video Object Segmentation using the Global Context Module. Source code release is pending approval.

Description

The global context module dramatically reduces the memory usage and computational load of the space-time memory module with no loss of accuracy. The illustration above illustrate the module architecture. The global context module enables the first real-time video object segmentor with state-of-the-art accuracy.

Resources

YouTube:

• 1-min presentation: https://youtu.be/v9zMUuuYRHc
• 10-min presentation: https://youtu.be/wCZrflUF61A

bilibili (for users in mainland China):

• 1-min presentation: https://www.bilibili.com/video/BV1Wv411v7i2/
• 10-min presentation: https://www.bilibili.com/video/BV1WD4y127SC/
• Presentation in Chinese: https://www.bilibili.com/video/BV1Hz4y1Q7Lb/

Citation

If you use, compare with, or refer to this work, please cite

@inproceedings{li2020fast,
    title = {Fast Video Object Segmentation using the Global Context Module},
    author = {Yu Li and Zhuoran Shen and Ying Shan},
    booktitle = {ECCV},
    year = {2020},
}