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SUMAC '22: Proceedings of the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents
ACM2022 Proceeding
  • General Chairs:
  • Valerie Gouet-Brunet,
  • Ronak Kosti,
  • Li Weng
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
MM '22: The 30th ACM International Conference on Multimedia Lisboa Portugal 10 October 2022
ISBN:
978-1-4503-9494-9
Published:
10 October 2022
Sponsors:
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Abstract

It is our great pleasure to welcome you to SUMAC 2022, the 4th edition of the ACM workshop on Structuring and Understanding of Multimedia heritAge Contents. The digitization of large quantities of analogue data and the massive production of born-digital documents for many years now provide us with large volumes of varied multimedia data (images, maps, text, video, multisensor data, etc.), an important feature of which is that they are cross-domain. "Cross-domain" reflects the fact that these data may have been acquired in very different conditions: different acquisition systems, times and points of view (e.g. a 1962 postcard from the Arc de Triomphe vs. a recent street-view acquisition by mobile mapping of the same monument). These data represent an extremely rich heritage that can be exploited in a wide variety of fields, from social science and humanities to land use and territorial policies, including smart city, urban planning, tourism, creative media and entertainment. In terms of research in computer science, they address challenging problems related to the diversity and volume of the media across time, the variety of content descriptors (potentially including the time dimension), the veracity of the data, and the different user needs with respect to engaging with this rich material and the extraction of value out of the data. These challenges are reflected in research topics such as multimodal and mixed media search, automatic content analysis, multimedia linking and recommendation, and big data analysis and visualization, where scientific bottlenecks may be exacerbated by the time dimension, which also provides topics of interest such as multimodal time series analysis.

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SESSION: Keynote Talks
keynote
Building Blocks for a Virtual Time Machine: From Book CT to Automated Art Understanding

An abstract is usually brief, it must do almost as much work as Time travel is an old dream of mankind that is fueled by fascination and curiosity. Of course, such a journey through time goes far beyond our physical possibilities today. Historical ...

keynote
Creating a Time Machine of Future Pasts: Data Integration and Interoperability for Cross-disciplinary Research on Urban Heritage Clusters

Historic clusters of heritage buildings comprise the core of a great number of European cities and represent the fabric based on which today's municipalities have developed historically. The sustainable development of these environments is often ...

SESSION: Workshop Presentations
research-article
Open Access
A Methodological Approach for Multi-Temporal Tracking of Silver Tarnishing

Silver tarnish manifests by changes in the optical properties of the material. Documenting these changes creates many challenges for imaging techniques. This paper proposes a methodological approach based on processing Reflectance Transformation Imaging ...

research-article
Data-driven Automatic Attribution of Azerbaijani Flat Woven Carpets

Carpet attribution is an important task for studying the carpets and textiles, and more generally the history and culture of the communities producing these carpets. However, this is not an easy task, often relying on experts' subjective opinion or ...

research-article
Deep Level Annotation for Painter Attribution on Greek Vases utilizing Object Detection

Painter attribution is based on a variety of factors, oftentimes deeply buried in the details such as the brushstrokes of the ears or the eyes, which a painter might paint in a specific way. To get to this details, the images have to be examined ...

research-article
Contributions of Photometry to the 3D-digitization of Heritage

The nature of archaeological research implies documenting and recording the remains or structures uncovered in the most precise and objective way possible. Archaeologists use digital tools precisely because they meet the challenges of their discipline. ...

research-article
Open Access
Approach to Identification of Changes from Local Surface Normal Analysis of RTI Data in Application to Cultural Heritage

Identification of changes from cultural heritage (CH) surfaces incor- porates several factors like noise from the surface, error from the acquisition system, and alignment of the two phases of information in a one-time frame. In the post-processing ...

Contributors
  • Gustave Eiffel University
  • University of Erlangen-Nuremberg
  • Hangzhou Dianzi University
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Acceptance Rates

SUMAC '22 Paper Acceptance Rate 5 of 6 submissions, 83%;
Overall Acceptance Rate 5 of 6 submissions, 83%
YearSubmittedAcceptedRate
SUMAC '226583%
Overall6583%