Concerning the Applicability of Computer Graphics for the Evaluation of Image Processing Algorithms

Conference contribution


Publication Details

Author(s): Nentwig M, Miegler M, Stamminger M
Title edited volumes: 2012 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2012
Publication year: 2012
Conference Proceedings Title: IEEE International Conference on Vehicular Electronics and Safety
Pages range: 205-210
ISBN: 978-1-4673-0992-9


Abstract


In this publication the simulation quality for the application in an ADAS test system is investigated. First requirements regarding to the light transport and image generation system are defined. Next the different shadow simulation techniques are compared to a real scene. In general computer graphics images are too ideal for the evaluation of image processing algorithms, e.g. the contribution of scene background is not depending on the distance. Therefore different approaches for increasing the perceived realism, such as depth-of-field, motion-blur and noise are analyzed. Finally the strength of a calibrated camera simulation is demonstrated by comparing hypotheses generated by vehicle detection system in a real scene and in the simulation. © 2012 IEEE.


FAU Authors / FAU Editors

Nentwig, Mirko
Professur für Informatik (Visualisierung)
Stamminger, Marc Prof. Dr.
Lehrstuhl für Informatik 9 (Graphische Datenverarbeitung)


External institutions with authors

Audi AG


How to cite

APA:
Nentwig, M., Miegler, M., & Stamminger, M. (2012). Concerning the Applicability of Computer Graphics for the Evaluation of Image Processing Algorithms. In IEEE International Conference on Vehicular Electronics and Safety (pp. 205-210). Istanbul, Turkey, TR.

MLA:
Nentwig, Mirko, Maximilian Miegler, and Marc Stamminger. "Concerning the Applicability of Computer Graphics for the Evaluation of Image Processing Algorithms." Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, Istanbul, Turkey 2012. 205-210.

BibTeX: 

Last updated on 2019-22-07 at 07:38