High-Level Workflow Interpreter for Real-Time Image Processing

Roberto Maciel, João Nery, Daniel Dantas

2023

Abstract

Medical imaging is used in clinics to support the diagnosis and treatment of diseases. Developing effective computer vision algorithms for image processing is a challenging task, requiring a significant amount of time invested in the prototyping phase. Workflow systems have become popular tools as they allow the development of algorithms as a collection of function blocks, which can be graphically linked to input and output pipelines. These systems help to improve the learning curve for beginning programmers. Other systems make programming easier and increase productivity through automatic code generation. VGLGUI is a graphical user interface for image processing that allows visual workflow programming for parallel image processing. It uses VisionGL functions for automatic wrapper code generation and optimization of image transfers between RAM and GPU. This article describes the high-level VGLGUI workflow interpreter and demonstrates the results of two image processing workflows.

Paper Citation

in Harvard Style

Maciel R., Nery J. and Dantas D. (2023). High-Level Workflow Interpreter for Real-Time Image Processing. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP; ISBN 978-989-758-634-7, SciTePress, pages 812-818. DOI: 10.5220/0011652500003417

in Bibtex Style

@conference{visapp23,
author={Roberto Maciel and João Nery and Daniel Dantas},
title={High-Level Workflow Interpreter for Real-Time Image Processing},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP},
year={2023},
pages={812-818},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011652500003417},
isbn={978-989-758-634-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP
TI - High-Level Workflow Interpreter for Real-Time Image Processing
SN - 978-989-758-634-7
AU - Maciel R.
AU - Nery J.
AU - Dantas D.
PY - 2023
SP - 812
EP - 818
DO - 10.5220/0011652500003417
PB - SciTePress