08.09.2025

Teaser image to 3D Machine Perception Beyond Vision - with researcher Riccardo Marin

3D Machine Perception Beyond Vision - With Researcher Riccardo Marin

Research Film

Can AI understand the world in 3D the way we do? Riccardo Marin, researcher at TUM and MCML, works at the intersection of computer vision and 3D geometry to teach machines how to perceive shapes, patterns, and spatial structures. His work ranges from detecting production flaws in manufacturing to analyzing archaeological artifacts – showing how understanding shape goes far beyond simple image recognition.

Riccardo also studies the geometry of the human body, with applications in fashion, sports, surgery, and the design of prosthetics that move naturally. This research supports virtual and augmented reality, enabling trustworthy and realistic digital representations of ourselves. By giving AI a sense of space and form, his work brings machine perception closer to human experience.

This video is part of the project KI Trans, an initiative in collaboration with TüftelLab and Uta Hauck-Thum from Ludwig-Maximilians-Universität München, focused on equipping teachers with the essential skills to navigate AI in schools. The project is funded by the Bundesministerium für Forschung, Technologie und Raumfahrt as part of DATIpilot.

Watch in Full Quality on youTube

 

08.09.2025


Subscribe to RSS News feed

Related

Link to Niki Kilbertus Receives Prestigious ERC Starting Grant

08.09.2025

Niki Kilbertus Receives Prestigious ERC Starting Grant

Niki Kilbertus wins ERC Starting Grant for his DYNAMICAUS project on causal AI and scientific modeling.

Link to AI for Personalized Psychiatry - with researcher Clara Vetter

01.09.2025

AI for Personalized Psychiatry - With Researcher Clara Vetter

AI research by Clara Vetter uses brain, genetic and smartphone data to personalize psychiatry and improve diagnosis and treatment.

Link to Satellite Insights for a Sustainable Future - with researcher Ivica Obadic

25.08.2025

Satellite Insights for a Sustainable Future - With Researcher Ivica Obadic

AI from satellite imagery helps design livable cities, improve well-being & food systems with transparent models by Ivica Obadić.

Link to Mingyang Wang receives Award at ACL 2025

18.08.2025

Mingyang Wang Receives Award at ACL 2025

MCML Junior Member Mingyang Wang wins SAC Highlights Award at ACL 2025 for research on cross-lingual consistency in language models.

Link to Digital Twins for Surgery - with researcher Azade Farshad

18.08.2025

Digital Twins for Surgery - With Researcher Azade Farshad

Azade Farshad develops patient digital twins at TUM & MCML to improve personalized treatment, surgical planning, and training.