Triple discriminators - equipped GAN for Denoising of Chinese calligraphic tablet images

Denoising of Chinese calligraphic tablet images is of great importance in regard to the study of both content and character shapes in these images. Formerly GAN (generative adversarial network) based image denoising methods model the noise in the generator and then perform denoising by CNN (convolut...

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Veröffentlicht in:	Multimedia tools and applications 2022-12, Vol.81 (29), p.42691-42711
Hauptverfasser:	Zhang, Jiulong, Shi, Jiaxi, Li, Mengyang, Guo, Mingtao, Pan, Zhigeng
Format:	Artikel
Sprache:	eng
Schlagworte:	1221: Deep Learning for Image/Video Compression and Visual Quality Assessment Algorithms Artificial neural networks Calligraphy Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Discriminators Experiments Generative adversarial networks Laboratories Methods Multimedia Multimedia Information Systems Neural networks Noise Noise reduction Special Purpose and Application-Based Systems
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