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Deep Learning-Based Child Handwritten Arabic Character Recognition and Handwriting Discrimination
Sensors, 2023 Handwritten Arabic character recognition has received increasing research interest in recent years. However, as of yet, the majority of the existing handwriting recognition systems have only focused on adult handwriting.
Maram Saleh Alwagdani, Emad Sami Jaha
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Automated Handwritten Text Recognition [PDF]
E3S Web of Conferences, 2023 A computer’s capacity to recognize and convert handwritten inputs from sources like photographs and paper documents into digital format is known as Automated Handwritten Text Recognition (AHTR).
Ram Kumar R.P. +4 more
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Motion-Based Handwriting Recognition
CoRR, 2021 We attempt to overcome the restriction of requiring a writing surface for handwriting recognition. In this study, we design a prototype of a stylus equipped with motion sensor, and utilizes gyroscopic and acceleration sensor reading to perform written letter classification using various deep learning techniques such as CNN and RNNs.
Junshen Kevin Chen, Wanze Xie, Yutong He
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Handwritten Digit Recognition Using Machine Learning
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2021 Technology is getting more and more involved in our lives, and so are algorithms. These algorithms speed up work and reduce workload. Especially machine learning algorithms are improving day by day by imitating human behaviours.
Serap Kazan, Rabia Karakaya
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CoRR, 2015 This paper describes the method to recognize offline handwritten characters. A robust algorithm for handwriting segmentation is described here with the help of which individual characters can be segmented from a selected word from a paragraph of handwritten text image which is given as input.
Jayati Ghosh Dastidar +3 more
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Handwriting Arabic Character Recognition Using Features Combination
IJID (International Journal on Informatics for Development), 2021 The recognition of Arabic handwriting is a challenging problem to solve. The similarity among the fonts appears as a problem in the recognition processing.
Fitriyatul Qomariyah +2 more
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Intelligent Arabic Handwriting Recognition Using Different Standalone and Hybrid CNN Architectures
Applied Sciences, 2022 Handwritten character recognition is a computer-vision-system problem that is still critical and challenging in many computer-vision tasks. With the increased interest in handwriting recognition as well as the developments in machine-learning and deep ...
Waleed Albattah, Saleh Albahli
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Personality Recognition Based on Handwriting Types Using Fuzzy Inference
IEEE Access, 2023 Graphology is the psycho-analysis study of personality and individual characteristics of writers based on the handwriting types. Graphology is a time-consuming and complicated task. Due to small number of expert graphologists, computerized measurement of
Vahid Ghods
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Online Handwriting Recognition for Tamil [PDF]
Ninth International Workshop on Frontiers in Handwriting Recognition, 2004 A system for online recognition of handwritten Tamil characters is presented. A handwritten character is constructed by executing a sequence of strokes. A structure- or shape-based representation of a stroke is used in which a stroke is represented as a string of shape features.
K. H. Aparna +5 more
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A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts
IEEE Access, 2021 Writer identification is the procedure of identifying individuals from handwriting. Writer identification is a common interest in biometric authentication and verification systems, and numerous studies are available for English, Chinese, Arabic, and ...
M. F. Mridha +5 more
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