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introduction of the 24th ICA Workshop on map generalisation

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Guillaume TouyaSenior Researcher at IGN

introduction of the 24th ICA Workshop on map generalisation and multiple representation, which focused on benchmarks for map generalisation. The workshop took place on the 13th December 2021 in Florence, Italy.

introduction of the 24th ICA Workshop on map generalisation

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Open science and benchmarks to
boost map generalisation research
Pia Bereuter, Paulo Raposo,
Guillaume Touya
Why do we need a benchmark?
Make map generalisation reproducible
Use cases for academic researchers
Compare methods more easily
[Meijers 2016]
Push important or new problems

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introduction of the 24th ICA Workshop on map generalisation

  • 1. Open science and benchmarks to boost map generalisation research Pia Bereuter, Paulo Raposo, Guillaume Touya
  • 2. Why do we need a benchmark?
  • 3. Make map generalisation reproducible
  • 4. Use cases for academic researchers
  • 5. Compare methods more easily [Meijers 2016]
  • 6. Push important or new problems
  • 8. What is a benchmark for research?
  • 10. Paper and code made available
  • 12. 1 dataset several benchmarks?
  • 13. How do we publish a benchmark?
  • 16. Program of the workshop
  • 17. • 9h15-10h Introduction to open science issues related to the commission, and examples of existing benchmarks (by the commissions chairs) • 10h-10h20 Coffee break • 10h20-12h30 Presentation session (15’ presentation + 10’ questions) • Karel Stanek, Petr Silhak and Aneta Ryglova. The benchmark set for slopes generalization • Azelle Courtial, Guillaume Touya and Xiang Zhang. AlpineBends – A Benchmark for Deep Learning-Based Generalisation • Guillaume Touya. L’Alpe d’Huez: A Benchmark for Topographic Map Generalisation • Guillaume Touya and Azelle Courtial. BasqueRoads: A Benchmark for Road Network Selection • Barry Kronenfeld, Lawrence Stanislawski, Barbara Buttenfield and Ethan Shavers. Interactive Procedure for Localized Monitoring and Control of Polyline Simplification • 12h30-14h Lunch • 14h-16h Group work sessions • 16h-16h30 Coffee break • 16h30-16h45 Conclusion of the workshop and presentation of the ICC sessions for the commission
  • 18. Group Work session • Pick one of the presented benchmark and finalise it • Or select a benchmark idea and build the agenda the create it • Possible group paper to synthetise our discussions
  • 20. Wednesday, December 15 • 14:45 - 16:30 • Session T08-1 • Rebanker: Displacing Embankment Lines From Roads and Rivers With a Least Squares Adjustment Guillaume Touya, Imran Lokhat • Supervised Learning for Automated Feature Selection in Road Network Generalization Izabela Karsznia, Albert Adolf, Stefan Leyk • Horizontal Accuracy Assessment of a Recent Algorithm for Approximate a Surface to a Dem Juan Francisco Reinoso-Gordo, Domingo Barrera, María Ibáñez, Eddargani Salah, Rocío Romero, Francisco Ariza-López • Theoretical and Practical Application of Wang-Müller Line Generalisation Algorithm Tomas Straupis, Motiejus Jakstys • The Change and the Challenge of a National Geographic Database Carlo Perugi
  • 21. Wednesday, December 15 • 17:00 - 18:45 • Session T08-2 • Please, Help Me! I Am Lost in Zoom Guillaume Touya, Maria-Jesus Lobo, William Mackaness, Ian Muehlenhaus • Data Classification Methods for Preserving Spatial Patterns Jochen Schiewe • Modelling and Building of a Graph Database of Multi-Source Landmarks to Help Emergency Mountain Rescuers Véronique Gendner, Marie-Dominique Van Damme, Ana-Maria Olteanu-Raimond • Deep Learning for Map Generalization: Towards a New Approach Using Vector Data Martin Knura • Can Graph Convolution Networks Learn Spatial Relations? Azelle Courtial, Guillaume Touya, Xiang Zhang
  • 22. Business Meeting of the commission Wednesday, December 15 - 8:45-10:15 – Room Altana