Poses of People in Art: A Dataset for Human Pose Estimation in Digital Art History

S Schneider, R Vollmer - ACM Journal on Computing and Cultural …, 2024 - dl.acm.org
With the Poses of People in Art dataset, we introduce the first openly licensed dataset for
estimating human poses in art and validating human pose estimators. It consists of 2,454 …

Artificial intelligence for geometry-based feature extraction, analysis and synthesis in artistic images: a survey

M Vijendran, J Deng, S Chen, ESL Ho… - Artificial Intelligence …, 2024 - Springer
Artificial Intelligence significantly enhances the visual art industry by analyzing, identifying
and generating digitized artistic images. This review highlights the substantial benefits of …

Scene classification on fine arts with style transfer

H Huang, M Zinnen, S Liu, A Maier… - … of the 6th Workshop on the …, 2024 - dl.acm.org
Large-scale photographic datasets like ImageNet and Places365 have significantly
improved scene classification performance in natural images. However, scene classification …

Recognizing sensory gestures in historical artworks

M Zinnen, A Hussian, A Maier, V Christlein - Multimedia Tools and …, 2024 - Springer
The automatic recognition of sensory gestures in artworks provides the opportunity to open
up methods of computational humanities to modern paradigms like sensory studies or …

[HTML][HTML] On the Dynamism of Paintings Through the Distribution of Edge Directions

A Deliege, MG Dondero, E D'Armenio - Journal of Imaging, 2024 - pmc.ncbi.nlm.nih.gov
The digitization of artworks has recently offered new computational perspectives on the
study of art history. While much of the focus has been on classifying styles or identifying …

The Use of Deep Learning Algorithms to Realize the Automatic Evaluation of Paintings and the Analysis of the Quality of Artwork

H Zhang - Journal of Electrical Systems, 2024 - search.proquest.com
The public now has easier access to photos of items in museums and galleries because to
the digitization of fine art collections. This produced a need for software tools that can quickly …

[HTML][HTML] Automated Body Pose Estimation on Painting: A Crisis of Uncertainty

V Bernasconi - Hertziana Studies in Art History, 2024 - hsah.humanitiesconnect.pub
Defining a project in digital art history is exciting and full of promises: From the possibility to
unveil artistic trends over a large period of time to the discovery of the source of inspiration of …

[HTML][HTML] Chiroscript: Transcription System for Studying Hand Gestures in Early Modern Painting

T Dimova - Arts, 2023 - mdpi.com
The main goal of this article is to introduce a new method for the analysis of depicted
gestures in painting, namely a transcription system called chiroscript. Based on the model of …

Hand Gesture Recognition in Buddhist Art Images: Evaluation of a Keypoint-based Approach

L Weng - Proceedings of the 6th workshop on the analySis …, 2024 - dl.acm.org
In this paper, we explore the application of keypoint-based human pose estimation
techniques for recognizing hand gestures, known as" mudra" s in Buddhist art images. We …

[PDF][PDF] Estimation on Painting: A Crisis of Uncertainty

V Bernasconi - From Hype to Reality, 2024 - zora.uzh.ch
76 Valentine Bernasconi requirements. Still, the photographic collection of the Bibliotheca
Hertziana is an extreme case: Titles come in different languages and are not standardized …