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- research-articleNovember 2024JUST ACCEPTED
Characterizing Geometric Decoration Styles of the Ilkhanid Period Using Advanced Image Analysis
This study advances the understanding of architectural heritage by introducing a novel analytical approach for classifying geometric decorations. Through the integration of image clustering and statistical analysis, the research establishes a robust ...
- research-articleJune 2023
Exploiting Local Shape and Material Similarity for Effective SV-BRDF Reconstruction from Sparse Multi-Light Image Collections
Journal on Computing and Cultural Heritage (JOCCH), Volume 16, Issue 2Article No.: 39, Pages 1–31https://doi.org/10.1145/3593428We present a practical solution to create a relightable model from small Multi-light Image Collections (MLICs) acquired using standard acquisition pipelines. The approach targets the difficult but very common situation in which the optical behavior of a ...
- research-articleJuly 2021
Machine Learning Based Assembly of Fragments of Ancient Papyrus
Journal on Computing and Cultural Heritage (JOCCH), Volume 14, Issue 3Article No.: 33, Pages 1–21https://doi.org/10.1145/3460961The task of assembling fragments in a puzzle-like manner into a composite picture plays a significant role in the field of archaeology as it supports researchers in their attempt to reconstruct historic artifacts. In this article, we propose a method ...
- research-articleAugust 2020
Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques
Journal on Computing and Cultural Heritage (JOCCH), Volume 13, Issue 3Article No.: 23, Pages 1–31https://doi.org/10.1145/3383314This article describes a method for early detection of disaster-related damage to cultural heritage. It is based on data from social media, a timely and large-scale data source that is nevertheless quite noisy. First, we collect images posted on social ...
- research-articleJune 2019
Computer Algorithm for Archaeological Projectile Points Automatic Classification
- Fernando Castillo Flores,
- Francisco García Ugalde,
- José Luis punzo Díaz,
- Jesús Zarco Navarro,
- Alfonso Gastelum-strozzi,
- María Del pilar Angeles,
- Mariko Nakano Miyatake
Journal on Computing and Cultural Heritage (JOCCH), Volume 12, Issue 3Article No.: 19, Pages 1–30https://doi.org/10.1145/3300972The manual archaeological projectile point morphological classification is an extensive and complex process since it involves a large number of categories. This article presents an algorithm that automatically makes this process, based on the projectile ...
- research-articleApril 2019
Improved Hieroglyph Representation for Image Retrieval
- Laura Alejandra Pinilla-Buitrago,
- Jesús Ariel Carrasco-Ochoa,
- José Fco Martínez-Trinidad,
- Edgar Román-Rangel
Journal on Computing and Cultural Heritage (JOCCH), Volume 12, Issue 2Article No.: 13, Pages 1–15https://doi.org/10.1145/3284388In recent years, an interdisciplinary effort between archaeologists and computer vision experts has emerged to provide image retrieval tools that facilitate and support cultural heritage preservation. The performance of these tools largely depends on ...
- research-articleDecember 2018
How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs
Journal on Computing and Cultural Heritage (JOCCH), Volume 11, Issue 4Article No.: 20, Pages 1–25https://doi.org/10.1145/3230670Thanks to the digital preservation of cultural heritage materials, multimedia tools (e.g., based on automatic visual processing) considerably ease the work of scholars in the humanities and help them to perform quantitative analysis of their data. In ...
- research-articleApril 2017
Extracting Maya Glyphs from Degraded Ancient Documents via Image Segmentation
Journal on Computing and Cultural Heritage (JOCCH), Volume 10, Issue 2Article No.: 10, Pages 1–23https://doi.org/10.1145/2996859We present a system for automatically extracting hieroglyph strokes from images of degraded ancient Maya codices. Our system adopts a region-based image segmentation framework. Multi-resolution super-pixels are first extracted to represent each image. A ...
- research-articleMarch 2017
From Reassembly to Object Completion: A Complete Systems Pipeline
- Georgios Papaioannou,
- Tobias Schreck,
- Anthousis Andreadis,
- Pavlos Mavridis,
- Robert Gregor,
- Ivan Sipiran,
- Konstantinos Vardis
Journal on Computing and Cultural Heritage (JOCCH), Volume 10, Issue 2Article No.: 8, Pages 1–22https://doi.org/10.1145/3009905The problem of the restoration of broken artifacts, where large parts could be missing, is of high importance in archaeology. The typical manual restoration can become a tedious and error-prone process, which also does not scale well. In recent years, ...
- research-articleSeptember 2016
Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations
Journal on Computing and Cultural Heritage (JOCCH), Volume 9, Issue 3Article No.: 17, Pages 1–23https://doi.org/10.1145/2948069We address the problem of the statistical description of 3D surfaces with the purpose of automatic classification and retrieval of archaeological potsherds. These are particularly interesting problems in archaeology, as pottery comprises a great volume ...
- research-articleSeptember 2016
Evaluating Shape Representations for Maya Glyph Classification
Journal on Computing and Cultural Heritage (JOCCH), Volume 9, Issue 3Article No.: 14, Pages 1–26https://doi.org/10.1145/2905369Shape representations are critical for visual analysis of cultural heritage materials. This article studies two types of shape representations in a bag-of-words-based pipeline to recognize Maya glyphs. The first is a knowledge-driven Histogram of ...
- research-articleMay 2016
Displacement Mapping as a Metric Tool for Optimizing Mesh Models Originated by 3D Digitization
Journal on Computing and Cultural Heritage (JOCCH), Volume 9, Issue 2Article No.: 9, Pages 1–23https://doi.org/10.1145/2843947In the past 20 years, several methods have been proposed for re-coding 3D models with a low-spatial-frequency 3D representation plus a high-frequency 2D map for recovering the details. This approach has been explored with different kinds of mapping (...
- noteNovember 2015
Developing 3D Imaging Programmes--Workflow and Quality Control
Journal on Computing and Cultural Heritage (JOCCH), Volume 9, Issue 1Article No.: 1, Pages 1–11https://doi.org/10.1145/2786760This article reports on a successful project for 3D imaging research, digital applications, and use of new technologies in the museum. The article will focus on the development and implementation of a viable workflow for the production of high-quality ...
- research-articleJune 2014
A Discrete Approach for Pairwise Matching of Archaeological Fragments
Journal on Computing and Cultural Heritage (JOCCH), Volume 7, Issue 3Article No.: 15, Pages 1–19https://doi.org/10.1145/2597178This article addresses the problem of automatic reconstruction of ancient artifacts from archaeological fragments. The technique described here focuses on pairwise matching of flat fragments (typically fresco fragments), and it is intended to be the ...
- research-articleDecember 2013
Using procedural modeling to explore alternative designs for the louvre
Journal on Computing and Cultural Heritage (JOCCH), Volume 6, Issue 4Article No.: 19, Pages 1–22https://doi.org/10.1145/2532630.2512883This article presents the process of reconstructing three facade designs for the east wing of the Louvre using procedural modeling. The first proposal reconstructed is Louis Le Vau's 1662 scheme, the second is Gian Lorenzo Bernini's first design, and ...
- research-articleJanuary 2013
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH), Volume 5, Issue 4Article No.: 15, Pages 1–21https://doi.org/10.1145/2399180.2399183This article presents a novel technique for automatic archaeological sherd classification. Sherds that are found in the field usually have little to no visible textual information such as symbols, graphs, or marks on them. This makes manual ...
- research-articleOctober 2010
Image and pattern analysis for the determination of the method of drawing celebrated thera wall-paintings circa 1650 B.C.
- Panayiotis Roussopoulos,
- Constantin Papaodysseus,
- Dimitris Arabadjis,
- Mihalis Exarhos,
- Michail Panagopoulos
Journal on Computing and Cultural Heritage (JOCCH), Volume 3, Issue 2Article No.: 3, Pages 1–21https://doi.org/10.1145/1841317.1841318In this article, an integrated conjecture about the method of drawing of monumental prehistoric wall-paintings is presented and supported. Specifically, the article deals with paintings that initially decorated the internal walls of the highest floor of ...