Content and Gradient Model-driven Deep Network for Single Image Reflection Removal

Author:

Zhang Ya-Nan1,Shen Linlin2,Li Qiufu3

Affiliation:

1. Computer Vision Institute, School of Computer Science and Software Engineering, Shenzhen University & Shenzhen Institute of Artificial Intelligence of Robotics of Society, shenzhen, China

2. Computer Vision Institute, School of Computer Science and Software Engineering, Shenzhen University & Guangdong Key Laboratory of Intelligent Information Processing, shenzhen, China

3. Computer Vision Institute, School of Computer Science and Software Engineering, Shenzhen University, shenzhen, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference50 articles.

1. Single Image Reflection Suppression

2. Vijay Badrinarayanan , Alex Kendall , and Roberto Cipolla . 2017 . Segnet: A deep convolutional encoder-decoder architecture for image segmentation . IEEE transactions on pattern analysis and machine intelligence, Vol. 39 , 12 (2017), 2481--2495. Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla. 2017. Segnet: A deep convolutional encoder-decoder architecture for image segmentation. IEEE transactions on pattern analysis and machine intelligence, Vol. 39, 12 (2017), 2481--2495.

3. SIAM journal on imaging sciences;Beck Amir,2009

4. Single Image Reflection Removal with Edge Guidance, Reflection Classifier, and Recurrent Decomposition

5. Weisheng Dong , Peiyao Wang , Wotao Yin , Guangming Shi , Fangfang Wu , and Xiaotong Lu. 2018. Denoising prior driven deep neural network for image restoration . IEEE transactions on pattern analysis and machine intelligence, Vol. 41 , 10 ( 2018 ), 2305--2318. Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, and Xiaotong Lu. 2018. Denoising prior driven deep neural network for image restoration. IEEE transactions on pattern analysis and machine intelligence, Vol. 41, 10 (2018), 2305--2318.

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1. DURRNET: Deep Unfolded Single Image Reflection Removal Network with Joint Prior;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Deep Variational Inference Network for Single Image Reflection Removal;IEEE Transactions on Emerging Topics in Computational Intelligence;2024-04

3. Contrastive feature decomposition for single image layer separation;Neural Computing and Applications;2024-02-27

4. Personalized Single Image Reflection Removal Network through Adaptive Cascade Refinement;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

5. The Design of a Video Reflection Removal Method Based on Illumination Compensation and Image Completion Fusion;Applied Sciences;2023-10-01

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