Image-to-Image Translation: Methods and Applications

Image-to-image translation (I2I) aims to transfer images from a source domain to a target domain while preserving the content representations. I2I has drawn increasing attention and made tremendous progress in recent years because of its wide range of applications in many computer vision and image p...

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Bibliographic Details
Published in:	IEEE transactions on multimedia 2022, Vol.24, p.3859-3881
Main Authors:	Pang, Yingxue, Lin, Jianxin, Qin, Tao, Chen, Zhibo
Format:	Article
Language:	English
Subjects:	Analytical models Computer vision Data models Domains few-shot methods Generative adversarial networks Generators Image processing Image segmentation Image-to-image translation Measurement multi-domain I2I Pose estimation PSNR semi-supervised methods supervised methods Task analysis two-domain I2I unsupersived methods
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