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Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition

Neural Networks · 2012 · Vol. 32 · pp. 323–332
Johannes StallkampMarc SchlipsingJan SalmenChristian Igel
Video Surveillance and Tracking MethodsVehicle License Plate RecognitionAdvanced Neural Network ApplicationsBenchmarkingComputer scienceTraffic sign recognitionArtificial intelligenceMachine learningAlgorithmSign (mathematics)Pattern recognition (psychology)Traffic signMathematics

MeSH terms

AlgorithmsArtificial IntelligenceAutomobile DrivingComputer GraphicsComputersData CollectionGermanyHumansImage Processing, Computer-AssistedPattern Recognition, AutomatedPsychomotor PerformanceTreesDatabases, FactualArtifactsBenchmarking

Funding

  • Bundesministerium für Bildung und Forschung
Citations
1,482
FWCI
30.08
field-weighted impact
References
35
Percentile
100%
vs. same field & year
Citations per year
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References
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision · 2002 · 6,694 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
Robust Real-Time Face Detection
International Journal of Computer Vision · 2004 · 14,142 citations
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Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition · Scinovex