It's All About Your Sketch: Democratising Sketch Control in Diffusion Models

S Koley, AK Bhunia, D Sekhri, A Sain… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper unravels the potential of sketches for diffusion models addressing the deceptive
promise of direct sketch control in generative AI. We importantly democratise the process …

APISR: Anime Production Inspired Real-World Anime Super-Resolution

B Wang, F Yang, X Yu, C Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
While real-world anime super-resolution (SR) has gained increasing attention in the SR
community existing methods still adopt techniques from the photorealistic domain. In this …

AnimeDiffusion: anime diffusion colorization

Y Cao, X Meng, PY Mok, TY Lee… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Being essential in animation creation, colorizing anime line drawings is usually a tedious
and time-consuming manual task. Reference-based line drawing colorization provides an …

Generative AI for Architectural Design: A Literature Review

C Li, T Zhang, X Du, Y Zhang, H Xie - arXiv preprint arXiv:2404.01335, 2024 - arxiv.org
Generative Artificial Intelligence (AI) has pioneered new methodological paradigms in
architectural design, significantly expanding the innovative potential and efficiency of the …

DualShape: Sketch-based 3D Shape Design with Part Generation and Retrieval

X Du, T Zhang, H Xie - IEEE Access, 2024 - ieeexplore.ieee.org
Creating a 3D shape design from free-hand sketches is a challenging task due to the sparse
and ambiguous information from sketches. In this work, we propose DualShape, a sketch …

Sketch-Guided Scene Image Generation

T Zhang, X Xie, X Du, H Xie - arXiv preprint arXiv:2407.06469, 2024 - arxiv.org
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 …

A Study on Cognitive Effects of Canvas Size for Augmenting Drawing Skill

J Wang, K Nakano, D Chen, Z Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, the field of generative artificial intelligence, particularly in the domain of
image generation, has exerted a profound influence on society. Despite the capability of AI …

Exploration of Contour Coding and Its Application in Digital Image Processing

PS Kadam, N Sharma, A Garg… - … on Smart Generation …, 2023 - ieeexplore.ieee.org
Photograph processing is a discipline of laptop science that concentrates on manipulating
digital photos and using algorithms to recognize and beautify the photo's quality. Contour …

Sketch-Guided Text-to-Image Generation with Spatial Control

T Zhang, H Xie - … Conference on Computer Graphics and Image …, 2024 - ieeexplore.ieee.org
Recent text-to-image generation models can produce high-quality images from textual
prompts. However, it is difficult to correctly interpret instructions specifying the complex …

[PDF][PDF] Sketch-Based Scene Image Generation with Two-Stage Latent Diffusion Model

張天宇 - 2023 - dspace.jaist.ac.jp
Recent text-to-image models can generate high-quality, diverse result images only based on
text prompts. However, it is difficult to correctly interpret instructions specifying the layout of …