2019
DOI: 10.1080/10494820.2019.1636827
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GAN-based pencil drawing learning system for art education on large-scale image datasets with learning analytics

Abstract: We design a GAN-based pencil drawing learning system for art education on large image datasets to help students study how to draw pencil drawings for images and scenes. The system generates a pencil drawing result for a natural image based on generative adversarial network (GAN). The GAN network is trained on pencil drawing big datasets containing image pairs of natural images and their corresponding pencil drawings. Using the pencil drawing learning system, students can paint pencil drawings whenever they wan… Show more

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Cited by 3 publications
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References 41 publications
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