Human-centered artificial intelligence for designing accessible cultural heritage

G Pisoni, N Díaz-Rodríguez, H Gijlers, L Tonolli - Applied Sciences, 2021 - mdpi.com
This paper reviews the literature concerning technology used for creating and delivering
accessible museum and cultural heritage sites experiences. It highlights the importance of …

Clipasso: Semantically-aware object sketching

Y Vinker, E Pajouheshgar, JY Bo… - ACM Transactions on …, 2022 - dl.acm.org
Abstraction is at the heart of sketching due to the simple and minimal nature of line
drawings. Abstraction entails identifying the essential visual properties of an object or scene …

Deep learning for free-hand sketch: A survey

P Xu, TM Hospedales, Q Yin, YZ Song… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Free-hand sketches are highly illustrative, and have been widely used by humans to depict
objects or stories from ancient times to the present. The recent prevalence of touchscreen …

Rethinking style transfer: From pixels to parameterized brushstrokes

D Kotovenko, M Wright… - Proceedings of the …, 2021 - openaccess.thecvf.com
There have been many successful implementations of neural style transfer in recent years.
In most of these works, the stylization process is confined to the pixel domain. However, we …

Creative sketch generation

S Ge, V Goswami, CL Zitnick, D Parikh - arXiv preprint arXiv:2011.10039, 2020 - arxiv.org
Sketching or doodling is a popular creative activity that people engage in. However, most
existing work in automatic sketch understanding or generation has focused on sketches that …

Learning-based Artificial Intelligence Artwork: Methodology Taxonomy and Quality Evaluation

Q Wang, HN Dai, J Yang, C Guo, P Childs… - ACM Computing …, 2024 - dl.acm.org
With the development of the theory and technology of computer science, machine or
computer painting is increasingly being explored in the creation of art. Machine-made works …

Text and style conditioned GAN for generation of offline handwriting lines

B Davis, C Tensmeyer, B Price, C Wigington… - arXiv preprint arXiv …, 2020 - arxiv.org
This paper presents a GAN for generating images of handwritten lines conditioned on
arbitrary text and latent style vectors. Unlike prior work, which produce stroke points or single …

Why do line drawings work? a realism hypothesis

A Hertzmann - Perception, 2020 - journals.sagepub.com
Why is it that we can recognize object identity and 3D shape from line drawings, even
though they do not exist in the natural world? This article hypothesizes that the human visual …

Modern evolution strategies for creativity: Fitting concrete images and abstract concepts

Y Tian, D Ha - … conference on computational intelligence in music …, 2022 - Springer
Evolutionary algorithms (ES) have been used in the digital art scene since the 1970s. A
popular application of genetic algorithms is to optimize the procedural placement of vector …

Sketchdreamer: Interactive text-augmented creative sketch ideation

Z Qu, T Xiang, YZ Song - arXiv preprint arXiv:2308.14191, 2023 - arxiv.org
Artificial Intelligence Generated Content (AIGC) has shown remarkable progress in
generating realistic images. However, in this paper, we take a step" backward" and address …