From aging to early-stage Alzheimer's: uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning

MA El-Yacoubi, S Garcia-Salicetti, C Kahindo… - Pattern Recognition, 2019 - Elsevier
We present, in this paper, a novel paradigm for assessing Alzheimer's disease and aging by
analyzing impairment of handwriting (HW) on tablets, a challenging problem that is still in its …

Online handwriting recognition for Indic scripts

A Bharath, S Madhvanath - Guide to OCR for Indic Scripts: Document …, 2010 - Springer
Online handwriting recognition refers to the problem of machine recognition of handwriting
captured in the form of pen trajectories. The recognition technology holds significant promise …

Age‐Related Evolution Patterns in Online Handwriting

G Marzinotto, JC Rosales… - … methods in medicine, 2016 - Wiley Online Library
Characterizing age from handwriting (HW) has important applications, as it is key to
distinguishing normal HW evolution with age from abnormal HW change, potentially …

Age and gender characterization through a two layer clustering of online handwriting

G Marzinotto, JC Rosales, MA El-Yacoubi… - Advanced Concepts for …, 2015 - Springer
Age characterization through handwriting is an important research field with several
potential applications. It can, for instance, characterize normal aging process on one hand …

Online handwritten Gurmukhi words recognition: An inclusive study

S Singh, A Sharma - ACM Transactions on Asian and Low-Resource …, 2019 - dl.acm.org
Identification of offline and online handwritten words is a challenging and complex task. In
comparison to Latin and Oriental scripts, the research and study of handwriting recognition …

Unsupervised estimation of writing style models for improved unconstrained off-line handwriting recognition

GA Fink, T Plötz - Tenth International Workshop on Frontiers in …, 2006 - inria.hal.science
The performance of writer-independent unconstrained handwriting recognition is severely
affected by variations in writing style. In a segmentation-free approach based on Hidden …

[PDF][PDF] COACH-Cumulative Online Algorithm for Classification of Handwriting Deficiencies.

A Richardson, S Kraus, PL Weiss, S Rosenblum - AAAI, 2008 - cdn.aaai.org
In this paper we present COACH-a Cumulative Online Algorithm for Classification of
Handwriting deficiencies. A description of our algorithm along with a performance evaluation …

Detection of epileptiform spikes in the EEG using a patient-independent neural network

K Wilson, WRS Webber, RP Lesser… - … -Proceedings of the …, 1991 - computer.org
An offline neural network that successfully detects spikes when trained on multiple patients
selected from a database of electroencephalogram (EEG) records with spikes marked by …

[PDF][PDF] Devanagari Online Handwritten Character Recognition

A Sharma - 2019 - researchgate.net
In this thesis, a classifier based on local sub-unit level and global character level
representations of a character, using stroke direction and order variations independent …

Grafik Tablet Kullanılarak Makine Öğrenmesi Yardımı ile El Yazısından Cinsiyet Tespiti

B Arı, İ Ucuz, A Arı, F Özdemir… - Fırat Üniversitesi …, 2020 - dergipark.org.tr
Günlük hayatın bir rutini olan el yazısı; ruh hali, kişilik özellikleri ve var olan bazı hastalıklar
hakkında ipuçları vermektedir. Bunun yanında adli tıp, tıp ve arkeoloji gibi birçok disiplin el …