Data-driven vs. model-driven: Fast face sketch synthesis
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DOI: 10.1016/j.neucom.2016.07.071
Abstract: Abstract Face sketch synthesis refers to the technique generating a sketch from an input photo. Existing methods are data-driven, which synthesize a sketch by linearly combining K candidate sketch patches which are purposely selected from… read more here.
Keywords: face sketch; data driven; sketch synthesis; model driven ... See more keywords
A Superpixel-Wise Approach for Face Sketch Synthesis
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DOI: 10.1109/access.2019.2933645
Abstract: Face sketch synthesis from an input photo has drawn great attention in law enforcement and digital entertainment applications. Currently, the input photo is simply divided into overlapped rectangular patches and transformed to a sketch through… read more here.
Keywords: sketch synthesis; sketch; superpixel; face sketch ... See more keywords
MHGAN: Multi-Hierarchies Generative Adversarial Network for High-Quality Face Sketch Synthesis
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DOI: 10.1109/access.2020.3041284
Abstract: Face sketch synthesis has made significant progress in the past few years. Recently, GAN-based methods have shown promising results on image-to-image translation problems, especially photo-to-sketch synthesis. Because the facial sketch has a hyper-abstract style and… read more here.
Keywords: sketch synthesis; sketch; image; face sketch ... See more keywords
Cascaded Face Sketch Synthesis Under Various Illuminations
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DOI: 10.1109/tip.2019.2942514
Abstract: Face sketch synthesis from a photo is of significant importance in digital entertainment. An intelligent face sketch synthesis system requires a strong robustness to lighting variations. Under uncontrolled lighting conditions in real-world settings, such a… read more here.
Keywords: sketch synthesis; face; sketch; cascaded face ... See more keywords
Face Sketch Synthesis by Multidomain Adversarial Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2018.2869574
Abstract: Given a training set of face photo-sketch pairs, face sketch synthesis targets at learning a mapping from the photo domain to the sketch domain. Despite the exciting progresses made in the literature, it retains as… read more here.
Keywords: sketch synthesis; synthesis; face; adversarial learning ... See more keywords