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SUMAC 2022 : The 4th workshop on Structuring and Understanding of Multimedia HeritAge Contents, in conjunction with ACM Multimedia 2022

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Link: https://sumac-workshops.github.io/2022/
 
When Oct 10, 2022 - Oct 10, 2022
Where Lisbon, Portugal
Submission Deadline Jul 8, 2022
Notification Due Jul 26, 2022
Final Version Due Aug 7, 2022
Categories    cultural heritage   multimedia data processing   machine learning   content analysis
 

Call For Papers

CALL FOR PAPERS – SUMAC 2022

THE 4TH WORKSHOP ON STRUCTURING AND UNDERSTANDING OF MULTIMEDIA HERITAGE CONTENTS (SUMAC), IN CONJUNCTION WITH ACM MULTIMEDIA 2022

Date: 10 October 2022
Venue: Lisbon (Portugal)
Attendance mode: hybrid

WEBSITE SUMAC WORKSHOP: https://sumac-workshops.github.io/2022
WEBSITE ACM MULTIMEDIA 2022: https://2022.acmmm.org

AIMS AND SCOPE
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, multi-sensor 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. These data represent an extremely rich heritage that can be exploited in a wide variety of fields, from Social Sciences and Humanities to land use and territorial policies, including smart city, urban planning, smart tourism and culture, 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 various 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.

The objective of this edition is to present and discuss the latest and most significant trends in the analysis, structuring and understanding of multimedia contents dedicated to the valorization of heritage, with the emphasis on enabling access to the big data of the past. We welcome research contributions for the following (but not limited to) topics:

Multimedia and cross-domain data interlinking and recommendation
Dating and spatialization of historical data
Mixed media data access and indexing
Deep learning in adverse conditions (transfer learning, learning with side information, etc.)
Multi-modal time series analysis, evolution modelling
Multi-modal and multi-temporal data rendering
Heritage – Building Information Modelling, Art Virtualisation
HCI / Interfaces for large-scale datasets
Smart digitisation of massive quantities of data
Bench-marking, Open Data Movement
Generative modelling of cultural heritage

IMPORTANT DATES
Paper submission: 8 July 2022 (11:59 p.m. AoE)
Author acceptance notification: 26 July 2022
Camera-Ready: 7 August 2022
Workshop date: 10 October 2022

SUBMISSION GUIDELINES
All submissions must be original work not under review at any other workshop, conference or journal. The workshop will accept papers describing completed work as well as work in progress. One submission format is accepted: full paper, which must follow the formatting guidelines of the main conference ACM MM 2022. Full papers should be from 6 to 8 pages (plus 2 additional pages for the references), encoded as PDF and using the ACM Article Template.

PAPER GUIDELINES
Peer Review and publication in ACM Digital Library. Paper submissions must conform with the “double-blind” review policy. All papers will be peer-reviewed by experts in the field, they will receive at least two reviews. Acceptance will be based on relevance to the workshop, scientific novelty, and technical quality. Depending on the number, maturity and topics of the accepted submissions, the work will be presented via oral or poster sessions. The workshop papers will be published in the ACM Digital Library.

ORGANIZERS
Valerie Gouet-Brunet (LaSTIG Lab / IGN – Gustave Eiffel University, France)
Ronak Kosti (Philipps-Universität Marburg, Germany)
Li Weng (Hangzhou Dianzi University, China)

Looking forward to seeing you in Lisbon!
The workshop organizers

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