Concepedia

Danijel Skočaj

DS

47

Publications

3.3K

Citations

24

H-Index

2002

Active since

Affiliations

University of Ljubljana(Current)

University of Birmingham

University of Freiburg

XLAB (Slovenia)

Danijel Skočaj is an author at University of Ljubljana specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine VisionComputer VisionMachine LearningPattern RecognitionImage AnalysisDeep LearningData ScienceComputer ScienceRobot Learning

Publications per year

2002–2024

47

Publications

47

DRÆM – A discriminatively trained reconstruction embedding for surface anomaly detection

Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 787 citations

Surface Anomaly Detection, Machine Vision, Image Analysis +15

Reconstruction by inpainting for visual anomaly detection

Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj · Pattern Recognition · 2020 · 637 citations

Machine Vision, Image Analysis, Engineering +9

Mixed supervision for surface-defect detection: From weakly to fully supervised learning

Jakob Božič, Domen Tabernik, Danijel Skočaj · Computers in Industry · 2021 · 309 citations · Full text

Multiple Instance Learning, Machine Vision, Feature Detection +13

Multivariate online kernel density estimation with Gaussian kernels

Matej Kristan, Aleš Leonardis, Danijel Skočaj · Pattern Recognition · 2011 · 189 citations

Density Estimation, Gaussian Kernels, Reproducing Kernel Method +3

Combining reconstructive and discriminative subspace methods for robust classification and regression by subsampling

Sanja Fidler, Danijel Skočaj, A. Leonardis · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 168 citations

Engineering, Machine Learning, Robust Feature +20

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