Pix2pix-based Water Drop Removal Learning using Virtual Data Augmentation

Author:

Han Yu-KeunORCID,Jung Sung-WoonORCID,Kwon Hyuk-JuORCID,Lee Sung-HakORCID

Funder

Ministry of Education

National Research Foundation of Korea

Publisher

Korean Institute of Information Technology

Subject

General Medicine

Reference9 articles.

1. I. J. Goodfellow, J. Pouget-Abadie, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio, "Generative adversarial nets", Advances in neural information processing systems 27, Montreal, Canada, pp. 1-9, Dec. 2014.

2. J. Y. Zhu, T. Park, P. Isola, and A. A. Efros, "Unpaired image-to-image translation using cycle-consistent adversarial networks", Proceedings of the IEEE international conference on computer vision, Venice, Italy, pp. 2223-2232, Oct. 2017.

3. Image-to-Image Translation with Conditional Adversarial Networks

4. Attentive Generative Adversarial Network for Raindrop Removal from A Single Image

5. S. H. Koo, "Restoring water drop on window using Conditional Generative Adversarial Network", Doctoral dissertation, Department of Computer Engineering Graduate School of Chosun University, 2018.

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1. Semantic Segmentation based Data Augmentation Techniques for Anomaly Detection of Concrete Structures;The Journal of Korean Institute of Information Technology;2023-08-31

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