Writer verification using feature selection based on genetic algorithm: A case study on handwritten Bangla dataset
Jaya Paul,
Kalpita Dutta,
Anasua Sarkar
et al.
Abstract:Author verification is challenging because of the diversity in writing styles. We propose an enhanced handwriting verification method that combines handcrafted and automatically extracted features. The method uses a genetic algorithm to reduce the dimensionality of the feature set. We consider offline Bangla handwriting content and evaluate the proposed method using handcrafted features with a simple logistic regression, radial basis function network, and sequential minimal optimization as well as automaticall… Show more
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