MSc in Computer Vision and Image Processing
I am a Belgian student currently pursuing a Master of Science in Computer Vision and Image Processing at Czech Technical University in Prague. My passion lies in Computer Vision, with a particular focus on its applications in the medical field and 3D reconstruction. I am currently refining my skills in 3D Computer Vision with a focus on Camera Calibration and Structure from Motion.
Location: Liège, Belgium
Duration: 2023
Developed a testing framework for the Virtual Offside line accuracy of the VAR system used by FIFA. The project involved generating synthetic images of football fields and geometric data to test the VAR system's accuracy.
Technologies used: Git, C++, Python, OpenCV, Unreal Engine 5
OpenGL-based simulation of lens distortion, featuring real-time modeling and dataset generation for camera calibration research.
3D scene reconstruction from two images using local feature matching, epipolar geometry estimation with LO-RANSAC and triangulation.
Retinal Vessel Sementic Segmentation with U-Net and Dice loss
Self-Supervised learning model for blood cell images with 2 approches : Triplet loss with batch hard negative mining or Contrastive loss
This article delves into the intricacies of simulating lens distortion using OpenGL, focusing specifically on the radial and tangential distortion models. The real-time implementation and dataset generation techniques discussed are essential for advanced camera calibration processes.
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