A GIS data realistic road generation approach for traffic simulation

• Autorzy: Amara Yacine , Amamra Abdenour , Daheur Yasmine , Saichi Lamia

Identyfikatory

DOI

10.15439/2019F223

• Konferencja: Federated Conference on Computer Science and Information Systems (14 ; 01-04.09.2019 ; Leipzig, Germany)
• Języki publikacji: EN

Abstrakty

EN

Road networks exist in the form of polylines with attributes within the GIS databases. Such a representation renders the geographic data impracticable for 3D road traffic simulation. In this work, we propose a method to transform raw GIS data into a realistic, operational model for real-time road traffic simulation. For instance, the proposed raw to simulation-ready data transformation is achieved through several curvature estimation, interpolation/approximation, and clustering schemes. The obtained results show the performance of our approach and prove its adequacy to real traffic simulation scenario as can be seen in this video (https://youtu.be/t8eyphcFYHc.)

Słowa kluczowe

EN

road interpolation; road modeling; traffic simulation; vehicle virtual navigation

PL

interpolacja drogowa; modelowanie drogi; symulacja ruchu; wirtualna nawigacja pojazdu

• Wydawca: Polskie Towarzystwo Informatyczne
• Czasopismo: Annals of Computer Science and Information Systems
• Rocznik: 2019
• Tom: Vol. 18
• Strony: 385–--390
• Opis fizyczny: Bibliogr. 9 poz., wykr., wz.

Twórcy

autor

Amara Yacine

• Ecole Militaire Polytechnique, Bordj El-Bahri BP 17, Algiers, Algeria

autor

Amamra Abdenour

• Ecole Militaire Polytechnique, Bordj El-Bahri BP 17, Algiers, Algeria

autor

Daheur Yasmine

• Ecole Militaire Polytechnique, Bordj El-Bahri BP 17, Algiers, Algeria

autor

Saichi Lamia

• Ecole Militaire Polytechnique, Bordj El-Bahri BP 17, Algiers, Algeria

Bibliografia

• 1. Yoav IH Parish and Pascal Müller. “Procedural modeling of cities”. In: Proceedings of the 28th annual conference on Computer graphics and interactive techniques. ACM. 2001, pp. 301–308.
• 2. Jing Sun et al. “Template-based generation of road networks for virtual city modeling”. In: Proceedings of the ACM symposium on Virtual reality software and technology. ACM. 2002, pp. 33–40.
• 3. Guoning Chen et al. “Interactive procedural street modeling”. In: ACM transactions on graphics (TOG). Vol. 27. 3. ACM. 2008, p. 103.
• 4. Eric Galin et al. “Authoring hierarchical road networks”. In: Computer Graphics Forum. Vol. 30. 7. Wiley Online Library. 2011, pp. 2021–2030.
• 5. Eric Galin et al. “Procedural generation of roads”. In: Computer Graphics Forum. Vol. 29. 2. Wiley Online Library. 2010, pp. 429–438.
• 6. Eric Bruneton and Fabrice Neyret. “Real-time rendering and editing of vector-based terrains”. In: Computer Graphics Forum. Vol. 27. 2. Wiley Online Library. 2008, pp. 311–320.
• 7. Hoang Ha Nguyen, Brett Desbenoit, and Marc Daniel. “Realistic road path reconstruction from GIS data”. In: Computer Graphics Forum. Vol. 33. 7. Wiley Online Library. 2014, pp. 259–268.
• 8. Jie Wang, Gary Lawson, and Yuzhong Shen. “Automatic high-fidelity 3D road network modeling based on 2D GIS data”. In: Advances in Engineering Software 76 (2014), pp. 86–98. http://dx.doi.org/10.1016/j.advengsoft.2014.06.005. URL: https://doi.org/10.1016%2Fj.advengsoft.2014.06.005.
• 9. Thomas Lewiner et al. “Curvature and torsion estimators based on parametric curve fitting”. In: Computers & Graphics 29.5 (2005), pp. 641–655. DOI : 10.1016/j.cag.2005.08.004. URL: https://doi.org/10.1016%2Fj.cag.2005.08.004.

Uwagi

1. Track 2: Computer Science & Systems

2. Technical Session: 12th International Symposium on Multimedia Applications and Processing

3. Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).