I also love using the inking brushes for my line work. And when I'm painting, I like the way colors blend together by using the Mix function in the brush customization menu. I like how customizable the software is, all shortcuts and modifier keys can be set to different functions easily. The process of creating complex artwork has been made much easier with the help of Clip Studio Paint's fantastic capabilities. The usability and expressiveness of our system are confirmed by a user study.“The process of creating complex artwork has been made much easier” Both qualitative and quantitative evaluations show the superior generation ability of our system to existing and alternative solutions. Our tool is easy to use even for non-artists, while still supporting fine-grained control of shape details. Our method essentially uses input sketches as soft constraints and is thus able to produce high-quality face images even from rough and/or incomplete sketches. We also propose another deep neural network to learn the mapping from the embedded component features to realistic images with multi-channel feature maps as intermediate results to improve the information flow.
We first learn feature embeddings of key face components, and push corresponding parts of input sketches towards underlying component manifolds defined by the feature vectors of face component samples. To address this issue, our key idea is to implicitly model the shape space of plausible face images and synthesize a face image in this space to approximate an input sketch. However, existing solutions tend to overfit to sketches, thus requiring professional sketches or even edge maps as input. Recent deep image-to-image translation techniques allow fast generation of face images from freehand sketches. Note that our method faithfully respects user intentions in input strokes, which serve more like soft constraints to guide image synthesis. Shu-Yu Chen 1 * Wanchao Su 2 * Lin Gao 1 †ġInstitute of Computing Technology, Chinese Academy of Sciencesįigure: Our DeepFaceDrawing system allows users with little training in drawing to produce high-quality face images (Bottom) from rough or even incomplete freehand sketches (Top). DeepFaceDrawing: Deep Generation of Face Images from Sketches
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