A Comparative Study for Single Image Blind Deblurring (CVPR 2016)
Introduction
This is the research code for the paper:
Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, [Narendra Ahuja] (http://vision.ai.illinois.edu/ahuja.html), and Ming-Hsuan Yang, "A Comparative Study for Single Image Blind Deblurring", IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016
Citation
If you find the code and datasets useful in your research, please cite:
@inproceedings{Lai-CVPR-2016,
author = {Lai, Wei-Sheng and Huang, Jia-Bin and Hu, Zhe and Ahuja, Narendra and Yang, Ming-Hsuan},
title = {A Comparative Study for Single Image Blind Deblurring},
booktitle = {IEEE Conferene on Computer Vision and Pattern Recognition},
year = {2016}
}
Contents
| Folder/Files | Description |
|---|---|
| attributes/ | lists of image id for each attribute |
| list/ | lists of image names for our datasets |
| votes/ | user voting results |
| *.m | MATLAB code |
| BT_scores.pdf | A slide described the algorithm and implementation details of the BT scores |
Our code is implemented and tested on Windows 7 / Ubuntu 14.04 with MATLAB R2015a.
Run demo_bt_ranking.m, demo_dataset_correlation.m, demo_kendall.m, and demo_significance_test.m to reproduce the analysis in our paper.
Our datasets could be downloaded from the project webpage.