Rafał Doroz

Signatures verification based on PNN classifier optimised by PSO algorithm

Piotr Porwik, Rafał Doroz, Tomasz Orczyk · Pattern Recognition · 2016 · 51 citations

Pnn Classifier, Engineering, Digital Signature +5

Dynamic signature verification method based on association of features with similarity measures

Rafał Doroz, Piotr Porwik, Tomasz Orczyk · Neurocomputing · 2015 · 45 citations

Similarity Measures, Engineering, Digital Signature +9

Using a Probabilistic Neural Network for lip-based biometric verification

Krzysztof Wróbel, Rafał Doroz, Piotr Porwik et al. · Engineering Applications of Artificial Intelligence · 2017 · 32 citations

Facial Recognition System, Engineering, Machine Learning +8

The k-NN classifier and self-adaptive Hotelling data reduction technique in handwritten signatures recognition

Piotr Porwik, Rafał Doroz, Tomasz Orczyk · Pattern Analysis and Applications · 2014 · 30 citations · Full text

Engineering, Machine Learning, Biometrics +20

An ensemble learning approach to lip-based biometric verification, with a dynamic selection of classifiers

Piotr Porwik, Rafał Doroz, Krzysztof Wróbel · Expert Systems with Applications · 2018 · 30 citations

Ensemble Learning Approach, Image Analysis, Machine Learning +14