Concerning the Applicability of Computer Graphics for the Evaluation of Image Processing Algorithms
Nentwig M, Miegler M, Stamminger M (2012)
Publication Type: Conference contribution
Publication year: 2012
Edited Volumes: 2012 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2012
Pages Range: 205-210
Conference Proceedings Title: IEEE International Conference on Vehicular Electronics and Safety
Event location: Istanbul, Turkey
ISBN: 978-1-4673-0992-9
DOI: 10.1109/ICVES.2012.6294288
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.
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Germany (DE)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.
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