Video Rain Streak Removal By

Multiscale Convolutional Sparse Coding

1. Paper

XJTU: http://gr.xjtu.edu.cn/web/dymeng/2

BaiduNetdisk: https://pan.baidu.com/s/1iiRr7ns8rD7sFmvRFcxcvw

2. Code

Github: https://github.com/MinghanLi/MS-CSC-Rain-Streak-Removal

BaiduNetdisk: https://pan.baidu.com/s/1Y6DF-X7HxB6v2on1TygF9Q

3. Dataset

Github: https://github.com/MinghanLi/MS-CSC-Rain-Streak-Removal

BaiduNetdisk: https://pan.baidu.com/s/1sQkIrMHFDxQlkZwjmGENPw

4. Experiment

4.1 Experiments on the paper

4.2 Added experiment on five real videos

There are several added comparison results in different real videos to further show the superiority of the MS-CSC model.

(a) Input

(b) Garg et al.

(c) Kim et al.

(d) Jiang et al.

(e) Ren et al.

(f) ours

Figure 1. Rain streak removal performance of different methods on a real dynamic rainy video .

(a) Input

(b) Garg et al.

(c) Kim et al.

(d) Jiang et al.

(e) Ren et al.

(f) Wei et al.

(g) Ours

Figure 2. Rain streak removal performance of different methods on a real video with complex scene.

(a) Input

(b) Garg et al.

(c) Kim et al.

(d) Jiang et al.

(e) Ren et al.

(f) Wei et al.

(g) Ours

Figure 3. Rain streak removal performance of different methods on a real video with spray.

(a) Input

(b) Garg et al.

(c) Kim et al.

(d) Jiang wt al.

(e) Ren et al.

(f) Wei et al.

(g) ours

Figure 4. Rain streak removal performance of different methods on a real video with complex scene.

(a) Input

(b) Garg et al.

(c) Kim et al.

(d) Jiang et al.

(f) Ren et al.

(g) Wei et al.

(f) Ours

Figure 5. Rain streak removal performance of different methods on a real video with heavy rain.

For more related research, click on the website below: http://gr.xjtu.edu.cn/web/dymeng

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