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Architectures for Reliable Image Analysis

Welcome to the Architectures for Reliable Image Analysis (ARIA) lab at the Technical University of Eindhoven (TU/e).

About Us

Our research focuses on building trustworthy intelligent architectures that deliver reliable and robust solutions. We develop innovative approaches to ensure that AI systems can be trusted in critical applications.

Our Research

We research on all kinds of applications, with a strong focus on the medical domain, where reliability and trustworthiness are paramount. Our research spans:

  • Reliable image analysis systems
  • Trustworthy AI architectures
  • Medical imaging applications
  • Robust deep learning solutions
  • Generative modelling

Join US

If you are looking to collaborate, please reach out to Professor Fons van der Sommen at fvdsommen@tue.nl We are always looking for:

  • Strong PhD candiates
  • Masters students for Graduation Projects
  • Masters students for Internships

Website: https://tue-aria.github.io/

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  1. NNCV NNCV Public

    This repository contains all the assignments and supplementary materials of the course 5LSM0 Neural Networks for Computer Vision

    Jupyter Notebook 24 38

  2. SPECTRE SPECTRE Public

    Forked from cclaess/SPECTRE

    [CVPR 2026] This repo contains the code and models of SPECTRE: Self-Supervised & Cross-Modal Pretraining for CT Representation Extraction.

    Jupyter Notebook

  3. YOLOv5-6D-Pose YOLOv5-6D-Pose Public

    Forked from cviviers/YOLOv5-6D-Pose

    [IEEE TIP 2024] 6-DoF Pose estimation based on the YOLOv5 framework. Specific focus on instruments in X-ray applications

    Python

  4. SurgeNet SurgeNet Public

    Forked from TimJaspers0801/SurgeNet

    [MedIA 2025] - Official repo for the paper: "Scaling up self-supervised learning for improved surgical foundation models"

    Python

  5. SymmetricFlow SymmetricFlow Public

    Forked from caetas/SymmetricFlow

    [AAAI 2026] - The official implementation of SymmFlow.

    Jupyter Notebook

  6. Robustness Robustness Public

    Forked from TimJaspers0801/Robustness

    [MedIA 2024] - Repository for robustness evaluation of DNN for endoscopic image analysis

    Python

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Showing 10 of 17 repositories

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