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Computer Vision and Robot-Vision Systems

Thursday, 14 August 2025

Lecturers & Schedule

Lazaros Nalpantidis (LN)

Thorbjørn Mosekjær Iversen (TMI)

Dirk Kraft (DK)

Time

Activity

08:30

Welcome and Organizational matters (HP)

09:00 – 11:30

Perceiving Depth from Images: Stereoscopic Vision and the Stereo Correspondence Problem (LN)

  • What is Stereo Vision?

  • Stereo/Epipolar Geometry

  • Rectified Stereo Case

  • Depth from Stereo Matches

  • Correspondence Problem

  • Dense vs Sparse Correspondence

  • Local vs Global Correspondence

  • (Dis)-Similarity Measures

11:30

Lunch break

12:30 – 14:30

6 DoF Object Pose Estimation (TMI)

  • Transformation estimation using 3D-3D correspondences

  • Robust pose estimation

  • Object pose estimation from RGB(D) images

  • Using deep nets for keypoint and pose prediction

14:30 – 16:00

Exercise

16:00 – 16:30

Coffee break

16:30 – 17:30

Computer vision and quality control for robotic assembly (DK)

  • Challenges in robotic assembly

  • Computer vision for pick and insert

  • Computer vision and AI for quality control

17:30

End of the day