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About me
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In this Flanders Make project we developped an application in Unity that allows a process engineer to easily generate work instructions for a CAD file to assist an operator during assembly.
The overall project goal is to create an economically feasible user-centred Augmented Reality application methodology for flexible assembly and inspection operations in a low volume/high mix manufacturing environment. I worked on object and keypoint detection algorithms to facilitate state tracking.
This was an FWO project that explored the many applications of wide angle cameras on Drones. I worked on using vision algorithms to automatically direct wide angle video streams.
The overall goal of the project is to create an intuitive, easy to use, and fast robot programming environment, based on VR (Virtual Reality), AR (Augmented Reality), MR (Mixed Reality), or their combination that will serve fast and accurate programming of industrial robots in a flexible manufacturing plant for low volume and high variability production.
Published in CIRP Conference of Assembly Technology and Systems, 2020
This paper presents a method for semi-automatically generating work instructions from CAD files using visibility calculations.
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Published in CIRP Conference on Manufacturing Systems, 2021
This paper presents a vision based system for detecting the progress of an operator in an assembly process.
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Published in ROBOVIS: International Conference on Robotics, Computer Vision and Intelligent Systems, 2021
This paper contains research on the problem of 2D tool keypoint detection using synthetic data.
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Published in CVMP: European Conference on Visual Media Production, 2021
This paper presents a system for automatically directing multiple wide-angle video streams.
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Published in BMVC: British Machine Vision Conference, 2022
In this paper we research the impact of different visual variations in synthetic training data on the generalisation of object detection models.
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Thesis Supervision, Hasselt University, 2019
I have supervised students’ bachelor theses on the following subjects:
Thesis Supervision, Hasselt University, 2019
I have supervised students’ master theses on the following subjects:
Undergraduate course, Hasselt University, 2019
Teaching assistant for this undergraduate course on Object Oriented Programming in C++.
Undergraduate Course, Hasselt University, 2019
Teaching assistant for this undergraduate course on Problelm Solving. I am still active for this course.
Undergraduate Course, Hasselt University, 2020
Teaching assistant for this undergraduate course on Computer Graphics using C++ and OpenGL. I am still active for this course.