5 papers
Workflow-Aware Structured Layer Decomposition for Illustration Production
Tianyu Zhang, Dongchi Li, Keiichi Sawada +1
Recent generative image editing methods adopt layered representations to mitigate the entangled nature of raster images and improve controllability, typically relying on object-bas…
Interactive Drawing Guidance for Anime Illustrations with Diffusion Model
Chuang Chen, Xiaoxuan Xie, Yongming Zhang +2
Creating high-quality anime illustrations presents notable challenges, particularly for beginners, due to the intricate styles and fine details inherent in anime art. We present an…
Generative AI Models for Different Steps in Architectural Design: A Literature Review
Chengyuan Li, Tianyu Zhang, Xusheng Du +2
Recent advances in generative artificial intelligence (AI) technologies have been significantly driven by models such as generative adversarial networks (GANs), variational autoenc…
Sketch-Guided Scene Image Generation
Tianyu Zhang, Xiaoxuan Xie, Xusheng Du +1
Text-to-image models are showcasing the impressive ability to create high-quality and diverse generative images. Nevertheless, the transition from freehand sketches to complex scen…
TexControl: Sketch-Based Two-Stage Fashion Image Generation Using Diffusion Model
Yongming Zhang, Tianyu Zhang, Haoran Xie
Deep learning-based sketch-to-clothing image generation provides the initial designs and inspiration in the fashion design processes. However, clothing generation from freehand dra…