Pattern Recognition and Automation in Construction and the Built Environment Call for Papers
CALL FOR PAPERS
ICPR 2020 Workshop on:
Pattern Recognition and Automation in Construction & the Built Environment
(PRAConBE 2020)
https://praconbe2020.iti.gr/ -
CfP in PDF: https://praconbe2020.iti.gr/ICPR_PRAConBE_2020_CfP.pdf
The 25th International Conference on Pattern Recognition (ICPR 2020)
10-15 January 2021, Milan, Italy
https://www.micc.unifi.it/icpr2020/
The workshop covers a topic that is rapidly gaining attention in the
recent years, with a continually increasing number of research papers,
research groups, projects and applications in various subfields of
applying pattern recognition-related methods to automating different
facets of the construction and renovation process. The architecture,
engineering and construction industry, an economic sector of
significant importance (annual revenues of approx. US$10 trillion, or
about 6% of global GDP), is expected to be radically transformed by
digitalizing ever more aspects of the construction model, thereby
boosting productivity, managing complexity and enhancing worksite
safety and quality. Pattern recognition is central to this process of
transformation, with computer vision, signal & image processing,
machine learning applications increasingly finding uses of great
impact to the field. At the same time, as novel problems arise
corresponding to new applications in automating construction, the need
for novel models and methods of pattern recognition is becoming
ever-more urgent, in a process that is revitalizing and beneficial for
both pattern recognition as a research field, as well as the
construction industry.
We warmly welcome contributions of papers targeting the workshop
scope, which includes the following topics:
Pattern recognition for construction planning
Structural asset detection
Vision and Perception
Process simulation models
Defect & Crack detection
Automated construction progress assessment
Energy efficiency estimation
Scan-to-BIM and Scan-vs-BIM
Augmented & Mixed reality
Automatic demand response flexibility estimation
Uses of UAVs and Pattern Recognition in construction
Decision support systems
Management of constructed facilities
Energy efficiency estimation
Robot vision for construction applications
Robot path and motion planning in construction sites
Robot multimodal perception in construction
Human robot interaction and safety issues in construction sites
Keynote Speaker
Frédéric Bosché, Senior Lecturer in Infrastructure Programme
Management, University of Edinburgh,
Speech title: "Recent advances in automation in construction"
Important Dates
Paper Submission Deadline: October 10, 2020
Author Notification: November 10, 2020
Final Manuscript Due: November 15, 2020
Workshop: January 10, 2021
Workshop Paper Submissions
Conference papers will be submitted electronically through the
workshop submission service website
(https://easychair.org/conferences/?conf=praconbe2020
), with PDF format.
For further information on the papers submission process, please visit
the workshop
website: https://praconbe2020.iti.gr/
Workshop Co-Chairs
Giorgos Sfikas, Visiting Lecturer at the University of Ioannina, sfikas@iti.gr
Athanasios Tsakiris, Senior Research Associate at CERTH/ITI, atsakir@iti.gr
Dimitrios Giakoumis, Postdoctoral Research Associate at CERTH/ITI, dgiakoum@iti.gr
Dimosthenis Ioannidis, Senior Researcher, Grade C' at CERTH/ITI, djoannid@iti.gr
Dimitrios Tzovaras, Director of Research at CERTH/ITI, Dimitrios.Tzovaras@iti.gr