Opto-Electronic Engineering, Volume. 50, Issue 10, 230191-1(2023)
Single image rain removal based on cross scale attention fusion
[1] Kang L W, Lin C W, Fu Y H. Automatic single-image-based rain streaks removal via image decomposition[J]. IEEE Trans Image Process, 21, 1742-1755(2012).
[9] Wei Y Y, Zhang Z, Wang Y et al. DerainCycleGAN: rain attentive CycleGAN for single image deraining and rainmaking[J]. IEEE Trans Image Process, 30, 4788-4801(2021).
[12] Fu X Y, Liang B R, Huang Y et al. Lightweight pyramid networks for image deraining[J]. IEEE Trans Neural Netw Learn Syst, 31, 1794-1807(2020).
[18] Chen L, Zhang J L, Peng H et al. Few-shot image classification via multi-scale attention and domain adaptation[J]. Opto-Electron Eng, 50, 220232(2023).
[19] Zhao D D, Ye Y F, Chen P et al. Sonar image denoising method based on residual and attention network[J]. Opto-Electron Eng, 50, 230017(2023).
[21] Zhao Y Y, Shi S X. Light-field image super-resolution based on multi-scale feature fusion[J]. Opto-Electron Eng, 47, 200007(2020).
[24] Chen Z, Bi X J, Zhang Y et al. LightweightDeRain: learning a lightweight multi-scale high-order feedback network for single image de-raining[J]. Neural Comput Appl, 34, 5431-5448(2022).
[28] Wang Z, Bovik A C, Sheikh H R et al. Image quality assessment: from error visibility to structural similarity[J]. IEEE Trans Image Process, 13, 600-612(2004).
[29] Zhang H, Sindagi V, Patel V M. Image de-raining using a conditional generative adversarial network[J]. IEEE Trans Circuits Syst Video Technol, 30, 3943-3956(2020).
[30] Ren D W, Shang W, Zhu P F et al. Single image deraining using bilateral recurrent network[J]. IEEE Trans Image Process, 29, 6852-6863(2020).
[31] Wang C, Zhu H H, Fan W S et al. Single image rain removal using recurrent scale-guide networks[J]. Neurocomputing, 467, 242-255(2022).
[34] Mittal A, Soundararajan R, Bovik A C. Making a “completely blind” image quality analyzer[J]. IEEE Signal Process Lett, 20, 209-212(2013).
[35] Liu L X, Liu B, Huang H et al. No-reference image quality assessment based on spatial and spectral entropies[J]. Signal Process Image Commun, 29, 856-863(2014).
Get Citation
Copy Citation Text
Yuchao Ye, Ying Chen. Single image rain removal based on cross scale attention fusion[J]. Opto-Electronic Engineering, 2023, 50(10): 230191-1
Category: Article
Received: Jul. 28, 2023
Accepted: Oct. 26, 2023
Published Online: Jan. 22, 2024
The Author Email: Ying Chen (陈莹)