Scinovex
articleTop 10% cited

A novel hybrid CNN–SVM classifier for recognizing handwritten digits

Pattern Recognition · 2011 · Vol. 45(4) · pp. 1318–1325
Xiaoxiao NiuChing Y. Suen
Handwritten Text Recognition TechniquesAdvanced Neural Network ApplicationsImage Processing and 3D ReconstructionPattern recognition (psychology)Computer scienceArtificial intelligenceSupport vector machineMNIST databaseConvolutional neural networkExtractorClassifier (UML)Digit recognitionFeature (linguistics)
Citations
666
FWCI
7.86
field-weighted impact
References
26
Percentile
98%
vs. same field & year
Citations per year
Cited by
Recent advances in convolutional neural networks
Pattern Recognition · 2017 · 6,130 citations
References
Classification by pairwise coupling
The Annals of Statistics · 1998 · 1,293 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition
Neural Computation · 2010 · 1,058 citations
The Nature of Statistical Learning Theory
Technometrics · 1996 · 4,092 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.

A novel hybrid CNN–SVM classifier for recognizing handwritten digits · Scinovex