When is a tool a tool? user perceptions of system agency in human–ai co-creative drawing

T Lawton, K Grace, FJ Ibarrola - … of the 2023 ACM Designing Interactive …, 2023 - dl.acm.org
This paper presents an analysis of the user experience of Reframer, a novel human-AI
drawing interface designed with the iterative and reflective nature of creativity in mind …

Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training

X Xing, C Wang, H Zhou, Z Hu, C Li, D Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
Exemplar-based sketch-to-photo synthesis allows users to generate photo-realistic images
based on sketches. Recently, diffusion-based methods have achieved impressive …

SMFS‐GAN: Style‐Guided Multi‐class Freehand Sketch‐to‐Image Synthesis

Z Cheng, L Wu, X Li, X Meng - Computer Graphics Forum, 2024 - Wiley Online Library
Freehand sketch‐to‐image (S2I) is a challenging task due to the individualized lines and the
random shape of freehand sketches. The multi‐class freehand sketch‐to‐image synthesis …

d-Sketch: Improving Visual Fidelity of Sketch-to-Image Translation with Pretrained Latent Diffusion Models without Retraining

P Roy, S Bhattacharya, S Ghosh, U Pal… - … Conference on Pattern …, 2025 - Springer
Structural guidance in an image-to-image translation allows intricate control over the shapes
of synthesized images. Generating high-quality realistic images from user-specified rough …

Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement

MU Ramzan, A Zia, A Khamis, A Liaqat, U Ali - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a novel deep-learning framework that significantly enhances the
transformation of rudimentary face sketches into high-fidelity colour images. Employing a …

Generating Photorealistic Images from Human-Generated Sketches: A GAN-based Synthesis Approach for Enhanced Visual Realism

M Hasan, AH Zillanee… - 2024 6th International …, 2024 - ieeexplore.ieee.org
In the realm of advancing AI, the creation of lifelike images from sketches holds significant
intrigue. Our proposed methodology employs Generative Adversarial Networks (GANs) to …

SketchScan: Face Sketch Illustration and Identification using Deep Learning

R Mk, F Faizal, D Vanusha… - … (OTCON) on Smart …, 2024 - ieeexplore.ieee.org
To use the power of contemporary face recognition technology to revolutionize law
enforcement operations we initiate the use of creative solutions to solve the urgent problems …