Automatic Composition of Service-based Image Processing Applications

A. Jungmann, B. Kleinjohann, in: Proceedings of the 13th IEEE International Conference on Services Computing (SCC), 2016, pp. 106--113.

Download
Restricted 218-07557442.pdf 836.66 KB
Conference Paper
Author
;
Abstract
In the Image Processing domain, automated generation of complex Image Processing functionality is highly desirable; e.g., for rapid prototyping. Service composition techniques, in turn, facilitate automated generation of complex functionality based on building blocks in terms of services. For that reason, we aim for transferring the Service Composition paradigm into the Image Processing domain. In this paper, we present our symbolic composition approach that enables us to automatically generate Image Processing applications. Functionality of Image Processing services is described by means of a variant of first-order logic, which grounds on domain knowledge operationalized in terms of ontologies. A Petri-net formalism serves as basis for modeling data-flow of services and composed services. A planning-based composition algorithm automatically composes complex data-flow for a required functionality. A brief evaluation serves as proof of concept.
Publishing Year
Proceedings Title
Proceedings of the 13th IEEE International Conference on Services Computing (SCC)
Page
106--113
LibreCat-ID

Cite this

Jungmann A, Kleinjohann B. Automatic Composition of Service-based Image Processing Applications. In: Proceedings of the 13th IEEE International Conference on Services Computing (SCC). ; 2016:106--113. doi:10.1109/SCC.2016.21
Jungmann, A., & Kleinjohann, B. (2016). Automatic Composition of Service-based Image Processing Applications. In Proceedings of the 13th IEEE International Conference on Services Computing (SCC) (pp. 106--113). https://doi.org/10.1109/SCC.2016.21
@inproceedings{Jungmann_Kleinjohann_2016, title={Automatic Composition of Service-based Image Processing Applications}, DOI={10.1109/SCC.2016.21}, booktitle={Proceedings of the 13th IEEE International Conference on Services Computing (SCC)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2016}, pages={106--113} }
Jungmann, Alexander, and Bernd Kleinjohann. “Automatic Composition of Service-Based Image Processing Applications.” In Proceedings of the 13th IEEE International Conference on Services Computing (SCC), 106--113, 2016. https://doi.org/10.1109/SCC.2016.21.
A. Jungmann and B. Kleinjohann, “Automatic Composition of Service-based Image Processing Applications,” in Proceedings of the 13th IEEE International Conference on Services Computing (SCC), 2016, pp. 106--113.
Jungmann, Alexander, and Bernd Kleinjohann. “Automatic Composition of Service-Based Image Processing Applications.” Proceedings of the 13th IEEE International Conference on Services Computing (SCC), 2016, pp. 106--113, doi:10.1109/SCC.2016.21.
Main File(s)
File Name
218-07557442.pdf 836.66 KB
Access Level
Restricted Closed Access
Last Uploaded
2018-03-21T10:38:44Z


Export

Marked Publications

Open Data LibreCat

Search this title in

Google Scholar