Concepedia

From text to signatures: Knowledge transfer for efficient deep feature learning in offline signature verification

Dimitrios Tsourounis, Ilias Theodorakopoulos, Elias N. Zois, George Economou

Expert Systems with Applications · 2021 · 45 citations · 87 references

Concepts

ComputingComputer ScienceCybersecurityFeature EngineeringKnowledge TransferMachine LearningDeep LearningDigital SignaturesPattern RecognitionRepresentation LearningText Feature EngineeringTransfer LearningDeep Feature ExtractionDeep Feature LearningDigital Signature CaptureFeature TransferSignature VerificationSignature Verification EfficiencyTransferable Representations

References

87

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

Computing, Computer Science, Computer Vision +12

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2015 · 18.8K citations

Computing, Computer Science, Artificial Intelligence +11

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15