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- research-articleOctober 2024JUST ACCEPTED
Crafting Digital Experiences: Embedding Human-Centred and Participatory Design into Archaeological Practice
As digital archaeology has grown as a field of practice, so has the number of digital resources developed for specialists and non-specialists alike. However, the creation of such outputs has not always been accompanied and informed by design theory and ...
- research-articleOctober 2024JUST ACCEPTED
Object Detection in Historical Images: Transfer Learning and Pseudo Labelling
The automatic analysis of images in the historical sciences often requires the identification of objects. Object identification is a well researched problem for modern photographs, however, for historical material annotations are often necessary. We ...
- research-articleOctober 2024JUST ACCEPTED
How Can Generative Artificial Intelligence Techniques Facilitate Intelligent Research into Ancient Books?
Generative artificial intelligence changes the paradigm of natural language processing research, sets off a new trend of research in computational humanities and computational social sciences, and provides unique perspectives on digital intelligence-...
- research-articleSeptember 2024
Image Restoration Technology of Tang Dynasty Tomb Murals Using Adversarial Edge Learning
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 52, Pages 1–11https://doi.org/10.1145/3674984The city of Xi’an, China houses a vast collection of valuable Tang dynasty (618 AD-907 AD) tomb murals that have experienced various degrees of damage over time due to weathering. This research proposes an adversarial edge learning-based mural restoration ...
- research-articleSeptember 2024
Characterization on Flaking of Rammed Earthen Sites Using SMO Algorithm and Surface Topography Analysis: A Case Study of Jiaohe Ruins
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 49, Pages 1–20https://doi.org/10.1145/3673763There are a large number of rammed earthen sites in northwest China. For thousands of years, earthen sites have developed a series of deterioration types that include surface weathering, sapping, cracks, collapses, gullies, and so on. Surface weathering ...
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- research-articleSeptember 2024
ZoAM GameBot: A Journey to the Lost Computational World in the Amazonia
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 48, Pages 1–21https://doi.org/10.1145/3657303The search for alternative teaching–learning processes that attract more interest and involvement of young people has inspired the development of a game with a chatbot architecture based on interactive storytelling and multiple learning paths. Thus, we ...
- research-articleSeptember 2024JUST ACCEPTED
A Sustainable Model of Cultural Heritage Management for Museums and Cultural Heritage Institutions
Cultural Heritage Management (CHM) is the main vehicle for helping museums and Cultural Heritage (CH) institutions to face challenges, be resilient to climate change, energy and cost of living crisis, natural hazards and pandemic risks, and ultimately to ...
- research-articleSeptember 2024JUST ACCEPTED
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
With the Poses of People in Art data set, we introduce the first openly licensed data set for estimating human poses in art and validating human pose estimators. It consists of 2,454 images from 22 art-historical depiction styles, including those that ...
- research-articleSeptember 2024JUST ACCEPTED
Repetitive Patterns Recognition in Textures of Ancient Peruvian Pottery
We present a study and comparison of computer vision methods for the task of finding repetitive motifs in ancient Peruvian pottery. Under this context, the main difficulties for solving the task are that the motifs are in most cases highly repetitive, ...
- research-articleSeptember 2024JUST ACCEPTED
Agritourism as a strategy of remote island’s development: the case study of Kasos
- Anastasia Vythoulka,
- Fotis Kaliakmanis,
- Ekaterini Delegou,
- Antonis Giannikouris,
- Nikolaos Kampanis,
- Georgios Alexandrakis,
- Antonia Moropoulou,
- Stavros Chlorokostas,
- Efthymios Magkoufis,
- Christos Kontopoulos,
- Vasiliki Charalampopoulou
In rural, depopulated areas, agritourism, as a development model, could serve the goal of non- exclusively seasonal tourism while creating additional economic opportunities for the locals who are mainly engaged in agriculture. Kasos is an isolated island ...
- research-articleAugust 2024JUST ACCEPTED
Efficient and user-friendly visualization of neural relightable images for cultural heritage applications
- Leonardo Righetto,
- Mohammad Khademizadeh,
- Andrea Giachetti,
- Federico Ponchio,
- Davit Gigilashvili,
- Fabio Bettio,
- Enrico Gobbetti
We introduce an innovative multiresolution framework for encoding and interactively visualizing large relightable images using a neural reflectance model derived from a state-of-the-art technique. The framework is seamlessly integrated into a scalable ...
- research-articleJuly 2024
Heritage Iconographic Content Structuring: from Automatic Linking to Visual Validation
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 47, Pages 1–32https://doi.org/10.1145/3666007This article presents a global framework dedicated to the structuring of iconographic heritage collections. To alleviate the poor interlinking both between collections and contents, a first step of automatic linking exploiting content-based image ...
- research-articleJuly 2024
From Music Scores to Audio Recordings: Deep Pitch-Class Representations for Measuring Tonal Structures
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 45, Pages 1–19https://doi.org/10.1145/3659103The availability of digital music data in various modalities provides opportunities both for music enjoyment and music research. Regarding the latter, the computer-assisted analysis of tonal structures is a central topic. For Western classical music, ...
- research-articleJuly 2024
Classification of Impressionist and Pointillist Paintings Based on Their Brushstrokes Characteristics
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 46, Pages 1–9https://doi.org/10.1145/3665501The classification of works of art in terms of artistic style is a complex task. Some painting styles are closely related to the form of their brushstrokes. Salient examples are Pointillism and Impressionism, having both distinguishable brushstroke ...
- research-articleJuly 2024JUST ACCEPTED
Emergency documentation and virtual model of a rock art palimpsest from Garowe, Nugaal region, Somalia
- Gianluca Frinchillucci,
- Eugenio Bortolini,
- Stefano Biagetti,
- Alberto Urcia,
- Alessia Brucato,
- Sonkor Geyre,
- Hussein Abukar Hussein,
- Ali Abdullah Warsame,
- Federico Prizzi,
- Francesco Spigonardi,
- Thomas Conci,
- Luca Natali,
- Marco Madella
Puntland is a critically relevant and yet virtually unexplored region for the past of Eastern Africa. Here we present a newly documented cave with multi-layered rock art found surveying Nugaal region, Somalia, in the framework of an international project ...
- research-articleJuly 2024JUST ACCEPTED
Multivocal Exhibition: Exploring Cultural Perspectives through User-Curated Art Exhibitions
Recently, cultural institutions have seen a rise in citizen curation projects, where people actively engage in curating and interpreting cultural artifacts. Citizen curation involves using collective knowledge and shared interests to create rich ...
- research-articleJune 2024JUST ACCEPTED
The BiographScope: Exploring Early Cinema in an Immersive Environment
This paper presents a new interactive installation, the BiographScope, meant to immerse visitors in an archival collection of early silent films from the turn of the twentieth century. It further investigates certain important aspects through a pilot ...
- research-articleJune 2024
3VR: Vice Versa Virtual Reality Algorithm to Track and Map User Experience
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 43, Pages 1–19https://doi.org/10.1145/3656346The understanding of how users interact with the virtual cultural heritage could provide digital curators valuable insights into user behaviors and also improve the overall user experience through the ability to observe and record interactions of virtual ...
- research-articleJune 2024
Explainable Authorship Identification in Cultural Heritage Applications
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 44, Pages 1–23https://doi.org/10.1145/3654675While a substantial amount of work has recently been devoted to improving the accuracy of computational Authorship Identification (AId) systems for textual data, little to no attention has been paid to endowing AId systems with the ability to explain the ...
- research-articleMay 2024
Social Media Analytics of User Evaluation for Innovative Digital Cultural and Creative Products: Experiences regarding Dunhuang Cultural Heritage
Journal on Computing and Cultural Heritage (JOCCH), Volume 17, Issue 3Article No.: 42, Pages 1–25https://doi.org/10.1145/3653307Social media platforms play an increasingly important role in cultural communication as society develops, attracting promotions and discussions about digital cultural and creative products (CACPs). This research investigates the cultural collaboration ...