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Prof. Dr. Stefan Roth

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

7/10
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)