[visionlist] Call for Papers - ICPR2020 workshop on "Fine Art Pattern Extraction and Recognition" (FAPER2020)

Fabio Bellavia fabio.bellavia at unifi.it
Fri Feb 28 08:19:35 -04 2020

                      Call for Papers -- FAPER2020

             ---===== Apologies for cross-postings =====---
            Please distribute this call to interested parties

  International Workshop on Fine Art Pattern Extraction and Recognition
                           F A P E R   2 0 2 0

                     workshop in conjunction with the
     25th International Conference on Pattern Recognition (ICPR2020)
                   Milan, Italy, September 13-18, 2020

          >>> https://sites.google.com/view/faper-workshop/ <<<

               *** Submission deadline: June 15, 2020 ***

- Submission link: https://easychair.org/conferences/?conf=faper2020 -

=== Aim & Scope ===

Cultural heritage, in particular fine art, has invaluable importance for 
the cultural, historic, and economic growth of our societies. Fine art 
is developed primarily for aesthetic purposes, and it is mainly 
concerned with paintings, sculptures, and architectures. In the last few 
years, due to technology improvements and drastically declining costs, a 
large-scale digitization effort has been made, leading to a growing 
availability of large digitized fine art collections. This availability, 
along with the recent advancements in pattern recognition and computer 
vision, has opened new opportunities for computer science researchers to 
assist the art community with automatic tools to analyse and further 
understand fine arts. Among the other benefits, a deeper understanding 
of fine arts has the potential to make them more accessible to a wider 
population, both in terms of fruition and creation, thus supporting the 
spread of culture.

The ability to recognize meaningful patterns in fine art inherently 
falls within the domain of human perception, and this perception can be 
extremely hard to conceptualize. Thus, visual-related features, such as 
those automatically learned by deep learning models, can be the key to 
tackling problems of extracting useful representations from low-level 
colour and texture features. These representations can assist in various 
art-related tasks, ranging from object detection in paintings to 
artistic style categorization, useful for examples in museum and art 
gallery websites.

The aim of the workshop is to provide an international forum for those 
who wish to present advancements in the state of the art, innovative 
research, ongoing projects, and academic and industrial reports on the 
application of visual pattern extraction and recognition for the better 
understanding and fruition of fine arts. The workshop solicits 
contributions from diverse areas such as pattern recognition, computer 
vision, artificial intelligence and image processing.

=== Topics ===

Topics of interest include, but are not limited to:
- Application of machine learning and deep learning to cultural heritage
- Computer vision and multimedia data
- Generative adversarial networks for artistic data
- Augmented and virtual reality for cultural heritage
- 3D reconstruction of historical artifacts
- Historical document analysis
- Content-based retrieval in the art domain
- Speech, audio and music analysis from historical archives
- Digitally enriched museum visits
- Smart interactive experiences in cultural sites
- Projects, products or prototypes for cultural heritage restoration, 
preservation and fruition

=== Submission guidelines ===

Submissions must be formatted in accordance with the Springer's Computer 
Science Proceedings guidelines. The following paper categories are welcome:
- Full papers (12-15 pages, including references)
- Short papers (6-8 pages, including references)

Accepted manuscripts will be included in the ICPR 2020 Workshop 
Proceedings Springer volume. Once accepted, at least one author is 
expected to attend the event and orally present the paper. Authors of 
selected papers will be invited to extend and improve their 
contributions for a Special Issue of the Journal of Imaging (MDPI).

=== Important Dates ===

-  June 15th 2020 - workshop submission deadline
-  July 15th 2020 - author notification
-  July 30th 2020 - camera-ready submission
-  Aug. 15th 2020 - finalized workshop program
- Sept. 18th 2020 - workshop day

=== Organizing committee ===

Gennaro Vessio (University of Bari, Italy)
Giovanna Castellano (University of Bari, Italy)
Fabio Bellavia (University of Palermo, Italy)

=== Venue ===

The workshop will be hosted at Milan Congress Center (Mi.Co.), which is 
located in Piazzale Carlo Magno 1, Milan, Italy.


  Contacts: gennaro.vessio at uniba.it
            giovanna.castellano at uniba.it
            fabio.bellavia at unipa.it

  Workshop: https://sites.google.com/view/faper-workshop/
  ICPR2020: https://www.micc.unifi.it/icpr2020/

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