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Prof. Dr. Stefan Roth
Spokesperson Algorithms, hessian.AI
TU Darmstadt|Visual Inference
ORCIDOpen to collaborate
AI Research Summary
Stefan Roth's group works on visual inference, combining generative and discriminative approaches to computer vision. Research areas include image restoration, optical flow, and scene understanding. Recent work on diffusion models for industrial inspection has direct commercial applications.
Research Interests
Computer VisionImage RestorationGenerative ModelsIndustrial Inspection
58
h-index
16,800
Citations
2
Patents
3
Active Grants
7
PhD Students
Spinout Signal
AI-assessed commercialization potential
Patent Activity
Industry Citations
Commercial Papers
Collaboration
Selected Publications (1)
Diffusion Models for Industrial Surface Defect Generation
S. Roth, M. Hirsch, T. Pock
CVPR, 202556 citations
9
CRS
CRS = Commercial Relevance Score (AI-assessed, 1-10)