40 / 2023-08-29 19:42:23

Content-Conditioned Generation of Stylized Free-hand Sketches

Generative adversarial networks,Free-hand Sketches,style imitation

Special Sessions > SS11 - Human Activity and Scene Understanding

In recent years, the recognition of free-hand sketches has remained a popular task. However, in some special fields such as the military field, free-hand sketches are difficult to sample on a large scale. In this paper, we propose a novel adversarial generative network that can accurately generate realistic free-hand sketches with various styles. We explore the performance of the model in style imitation, scalability (style extension, class extension), and further demonstrate with qualitative and quantitative evaluations our advantages in visual quality, content accuracy, and style imitation on SketchIME.