The relation between handwriting and Alzheimer’s Disease (AD) as well as Parkinson’s Disease (PD) has been studied so far. However it is just in the last 5-6 years that Computer Aided Diagnosis system have been considered. Of course the current stage of development is still in the direction of healthy vs. non healthy classification. This work intends to provide a hands-on description from a pattern recognition perspective: state of the art on on-line data acquisition, feature extraction and classification is described. The paper also highlights the most profitable research direction in order to arise the community interest within the specific task.
An overview on on-line handwriting analysis for the assessment of AD and PD
Donato Impedovo;Giuseppe Pirlo;Gennaro Vessio
2018-01-01
Abstract
The relation between handwriting and Alzheimer’s Disease (AD) as well as Parkinson’s Disease (PD) has been studied so far. However it is just in the last 5-6 years that Computer Aided Diagnosis system have been considered. Of course the current stage of development is still in the direction of healthy vs. non healthy classification. This work intends to provide a hands-on description from a pattern recognition perspective: state of the art on on-line data acquisition, feature extraction and classification is described. The paper also highlights the most profitable research direction in order to arise the community interest within the specific task.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
