Enhancing Age Estimation from Handwriting: A Deep Learning Approach with Attention Mechanisms
Li Zhao,
Xiaoping Wu,
Xiaoming Chen
Abstract:Currently, age estimation is a hot research topic in the field of forensic biology. Age estimation methods based on facial or brain features are easily affected by external factors. In contrast, handwriting analysis is a more reliable method for age estimation. This paper aims to improve the accuracy and efficiency of age prediction using handwriting analysis by proposing a novel method that integrates a coordinate attention mechanism in a deep residual network (CA-ResNet). This method can more accurately capt… Show more
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