Android application for handwriting segmentation using PerTOHS theory

Hanen Akouaydi; Sourour Njah; Adel M. Alimi

doi:10.1117/12.2269059

17 March 2017 Android application for handwriting segmentation using PerTOHS theory

Hanen Akouaydi, Sourour Njah, Adel M. Alimi

Proceedings Volume 10341, Ninth International Conference on Machine Vision (ICMV 2016); 103410F (2017) https://doi.org/10.1117/12.2269059
Event: Ninth International Conference on Machine Vision, 2016, Nice, France

Abstract

The paper handles the problem of segmentation of handwriting on mobile devices. Many applications have been developed in order to facilitate the recognition of handwriting and to skip the limited numbers of keys in keyboards and try to introduce a space of drawing for writing instead of using keyboards. In this one, we will present a mobile theory for the segmentation of for handwriting uses PerTOHS theory, Perceptual Theory of On line Handwriting Segmentation, where handwriting is defined as a sequence of elementary and perceptual codes. In fact, the theory analyzes the written script and tries to learn the handwriting visual codes features in order to generate new ones via the generated perceptual sequences. To get this classification we try to apply the Beta-elliptic model, fuzzy detector and also genetic algorithms in order to get the EPCs (Elementary Perceptual Codes) and GPCs (Global Perceptual Codes) that composed the script. So, we will present our Android application M-PerTOHS for segmentation of handwriting.

Citation Download Citation

Hanen Akouaydi, Sourour Njah, and Adel M. Alimi "Android application for handwriting segmentation using PerTOHS theory", Proc. SPIE 10341, Ninth International Conference on Machine Vision (ICMV 2016), 103410F (17 March 2017); https://doi.org/10.1117/12.2269059

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