Title :
Workflow translation and dynamic invocation for Image Processing based on OpenCV
Author :
Traisuwan, Attasuntorn ; Tandayya, Pichaya ; Limna, Thanathip
Author_Institution :
Dept. of Comput. Eng., Prince of Songkhla Univ., Hat Yai, Thailand
Abstract :
In Image Processing, different algorithms can give similar outputs but different efficiencies. Therefore, the developer needs to conduct experiments making adaptations for more efficiency in order to select the best algorithm. This research proposes a workflow environment applying the workflow technology to help the developer design and check for the performance of algorithms more easily. With our Kraken program, a workflow environment software, the user can design and translate workflow into JSON, and Kraken Image Analysis, our image processing software can translate JSON and dynamically invoke image processing functions composed in the workflow. Currently, Kraken supports OpenCV image processing functions. It is also capable of library redirection for new or modified functions often upgraded in OpenCV.
Keywords :
image processing; workflow management software; JSON; Kraken image analysis; Kraken program; OpenCV; dynamic invocation; image processing; workflow environment software; workflow translation; Bismuth; Computer science; Joints; Software engineering; Dynamic Invocation; Image processing; OpenCV; Workflow Translation; Workflow development software;
Conference_Titel :
Computer Science and Software Engineering (JCSSE), 2015 12th International Joint Conference on
Conference_Location :
Songkhla
DOI :
10.1109/JCSSE.2015.7219817