Model-Based System Design and Evaluation of Image Processing Architectures with SimTAny Framework

Conference contribution


Publication Details

Author(s): Deitsch A, Schneider V
Editor(s): German R.,Hielscher K.-S.,Krieger U.R.
Publisher: Springer International Publishing
Publishing place: Cham
Publication year: 2018
Conference Proceedings Title: Measurement, Modelling and Evaluation of Computing Systems
Pages range: 338-342
Language: English


Abstract

Becoming a ubiquitous part of a huge number of various applications, image processing algorithms and underling architectures have to meet many different requirements. Some have real-time performance constraints combined with demands on efficient implementation for limited or various hardware resources. This poses particular challenges for design, implementation, and evaluation of efficient image processing systems. In this paper, we present a model-based approach to address these issues using our framework SimTAny. Founded on the standard modeling language UML, we propose the UML Image Proccessing Language (UIPL) to facilitate expressing image processing application algorithms directly in UML, which is especially beneficial for rapid modeling. With the help of SimTAny, such design models can be simulated in order to investigate the performance of a modeled system, to determine optimal design solutions, and to validate the required properties. We extend SimTAny to enable the generation of efficient implementation code of image processing algorithms for different target architectures. The code generated is then directly integrated in the simulation environment to increase the accuracy of our performance evaluations.


FAU Authors / FAU Editors

Deitsch, Anna
Computer Science 7 (Computer Networks and Communication Systems)
Schneider, Vitali
Computer Science 7 (Computer Networks and Communication Systems)


How to cite

APA:
Deitsch, A., & Schneider, V. (2018). Model-Based System Design and Evaluation of Image Processing Architectures with SimTAny Framework. In German R.,Hielscher K.-S.,Krieger U.R. (Eds.), Measurement, Modelling and Evaluation of Computing Systems (pp. 338-342). Erlangen, Germany: Cham: Springer International Publishing.

MLA:
Deitsch, Anna, and Vitali Schneider. "Model-Based System Design and Evaluation of Image Processing Architectures with SimTAny Framework." Proceedings of the 19th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems, MMB 2018, Erlangen, Germany Ed. German R.,Hielscher K.-S.,Krieger U.R., Cham: Springer International Publishing, 2018. 338-342.

BibTeX: 

Last updated on 2019-08-01 at 05:10