Concepedia

Stefan Harmeling

SH

50

Publications

11K

Citations

30

H-Index

1998

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Institute for Biological Cybernetics

Max Planck Society

Heinrich Heine University Düsseldorf

ETH Zurich

Stefan Harmeling is an author at Max Planck Institute for Intelligent Systems specializing in engineering, image analysis, and machine vision.

Top concepts

EngineeringImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningData ScienceDeep LearningPattern RecognitionInverse Problems

Publications per year

1998–2024

50

Publications

50

Learning to detect unseen object classes by between-class attribute transfer

Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 1.6K citations

Artificial Intelligence, Engineering, Machine Learning +22

Attribute-Based Classification for Zero-Shot Visual Object Categorization

Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 1.6K citations

Artificial Intelligence, Few-shot Learning, Engineering +16

Learning to detect unseen object classes by between-class attribute transfer

Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 1.6K citations

Artificial Intelligence, Engineering, Machine Learning +22

Image denoising: Can plain neural networks compete with BM3D?

H. Burger, Christian J. Schuler, Stefan Harmeling · 2012 · 1.3K citations

Deblurring, Machine Vision, Machine Learning +13

How to Explain Individual Classification Decisions

David Baehrens, Timon Schroeter, Stefan Harmeling et al. · ArXiv.org · 2009 · 760 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

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