A convolutional neural network based method for low-illumination image enhancement

Author:

Huang Huang1,Tao Haijun1,Wang Haifeng2

Affiliation:

1. China Jiliang University, Hangzhou, CHN

2. Beijing Institute of New Technology Applications, Beijing, CHN

Publisher

ACM Press

Reference22 articles.

1. Krizhevsky, A., Sutskever, I., and Hinton, G. E. 2012. Image-net classification with deep convolutional neural networks. In Advances in neural information processing systems. 1097--1105.

2. Girshick, R., Donahue, J., Darrell, T., and Malik, J. 2014. Rich feature hierarchies for accurate object detection and semantic segmentation. In Proceedings of the IEEE conference on computer vision and pattern recognition. 580--587.

3. Jain, V., and Seung, S. 2009. Natural image denoising with convolutional networks. In Advances in neural information processing systems. 769--776.

4. Li, H., and Wu, X. J. 2019. DenseFuse: A Fusion Approach to Infrared and Visible Images. IEEE Transactions on Image Processing, 28(5), 2614--2623.

5. Ronneberger, O., Fischer, P., and Brox, T. 2015. U-net: Convolutional networks for biomedical image segmentation. In International Conference on Medical image computing and computer-assisted intervention. 234--24. Springer, Cham.

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