This contains source codes of TIP15 and ICME14 work
By Xin Liu, Guoying Zhao, Jiawen Yao and Chun Qi , In IEEE TIP, Vol. 24, 2502 - 2514, 2015
LSD was initially presented in ICME 2014.
- MATLAB
- SPAMS toolbox [MATLAB Code]
- For the convenience, the version we used has already included in this package. Please unzip the zip file to get the toolbox.
- Please follow the instruction to compile the SPAMS.
Just simply run LSD_demo.m and images will be saved in /results.
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|---|---|---|
| Lobby with sudden light changes | Curtain | Fall |
If you find LSD useful in your research, please consider citing:
@article{liu2015background,
title={Background subtraction based on low-rank and structured sparse decomposition},
author={Liu, Xin and Zhao, Guoying and Yao, Jiawen and Qi, Chun},
journal={IEEE Transactions on Image Processing},
volume={24},
number={8},
pages={2502--2514},
year={2015},
publisher={IEEE}
}
@inproceedings{yao2014foreground,
title={Foreground detection using low rank and structured sparsity},
author={Yao, Jiawen and Liu, Xin and Qi, Chun},
booktitle={2014 IEEE International Conference on Multimedia and Expo},
pages={1--6},
year={2014},
organization={IEEE}
}
For any problems about our source code, please email Xin: linuxsino@gmail.com or Jiawen: yjiaweneecs@gmail.com