Concepedia

Lei Xu

LX

101

Publications

7.8K

Citations

38

H-Index

1990

Active since

Affiliations

Chinese University of Hong Kong(Current)

Shanghai Jiao Tong University

Peking University

Lappeenranta-Lahti University of Technology

Lei Xu is an author at Chinese University of Hong Kong specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningData ScienceComputer SciencePattern RecognitionImage AnalysisComputer VisionMachine VisionDeep LearningKnowledge Discovery

Publications per year

1990–2024

101

Publications

101

A new curve detection method: Randomized Hough transform (RHT)

Lei Xu, Erkki Oja, Pekka Kultanen · Pattern Recognition Letters · 1990 · 1K citations

Machine Vision, Image Analysis, Engineering +9

On Convergence Properties of the EM Algorithm for Gaussian Mixtures

Lei Xu, Michael I. Jordan · Neural Computation · 1996 · 759 citations

Finite Gaussian Mixtures, Statistical Signal Processing, Mixture Distribution +14

Rival penalized competitive learning for clustering analysis, RBF net, and curve detection

Lei Xu, Adam Krzyżak, Erkki Oja · IEEE Transactions on Neural Networks · 1993 · 611 citations

Engineering, Machine Learning, Rpcl Outperforms Fscl +18

Randomized Hough Transform (RHT): Basic Mechanisms, Algorithms, and Computational Complexities

Lei Xu, Erkki Oja · CVGIP Image Understanding · 1993 · 443 citations

Image Analysis, Machine Vision, Engineering +14

Least mean square error reconstruction principle for self-organizing neural-nets

Lei Xu · Neural Networks · 1993 · 345 citations

Self-organizing System, Self-organizing Neural-nets, Machine Learning +6

Rows per page

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