Zone, baseline, slant, size, spacing, margin, pressure etc. The handwriting can be identified through various handwriting features such as Graphology is the scientific method for recognizing,Īssessing and to understand writer’s personality through the shapes and word patterns in Handwriting shows the true personality includingīehaviour, emotional outlay, self-esteem, anger, imagination, honesty, fears, defences and Problem statement Handwriting is one of the unique characteristic to represent what is in After extractingĪll these features from the image containing the handwriting, eight support vector machinesĪre trained which output each personality trait of the writer. (vii) top margin in a document to predict eight personality traits of a writer. (iii) baseline, (iv) pen pressure, (v) spacing between letters, (vi) spacing between words and Happen, we consider seven handwriting features: (i) size of letters, (ii) slant of the writing, Personality traits with the aid of machine learning without human intervention. Hence the proposed methodology focuses on developing a system that can predict the Although human intervention in handwriting analysis has been effective, it is costly and Accuracy of handwriting analysis depends on how skilled the Analyst Professional handwriting examiners called graphologists often identify the writer with a True personality including emotional outlay, fears, honesty, defences and many others. Traits through the strokes and patterns revealed by handwriting. Graphology is a method of identifying, evaluating and understanding human personality
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