Performance evaluation of classifiers for the recognition of offline handwritten Gurmukhi characters and numerals: a study
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-019-09727-2
Abstract: Classification is a process to pull out patterns from a number of classes by using various statistical properties and artificial intelligence techniques. The problem of classification is considered as one of the important problems for… read more here.
Keywords: handwritten gurmukhi; characters numerals; performance; offline handwritten ... See more keywords
Robust encoder-decoder learning framework for offline handwritten mathematical expression recognition based on a multi-scale deep neural network
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DOI: 10.1007/s11432-018-9824-9
Abstract: Offline handwritten mathematical expression recognition is a challenging task, because handwritten mathematical expressions mainly have two problems in the process of recognition. On one hand, it is how to correctly recognize different mathematical symbols. On… read more here.
Keywords: mathematical expression; handwritten mathematical; recognition; offline handwritten ... See more keywords
A Residual-Attention Offline Handwritten Chinese Text Recognition Based on Fully Convolutional Neural Networks
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DOI: 10.1109/access.2021.3115606
Abstract: Offline handwritten Chinese text recognition is one of the most challenging tasks in that it involves various writing styles, complex character-touching, and large number of character categories. In this paper, we propose a residual-attention offline… read more here.
Keywords: text recognition; chinese text; residual attention; offline handwritten ... See more keywords
Segmentation approach for offline handwritten Kannada scripts
Sign Up to like & getrecommendations! Published in 2023 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v31.i1.pp521-530
Abstract: India has more than 1,600 official languages, making it a multilingual country. Kannada, one of the major languages, originated in the state of Karnataka and is currently ranked 33rd among the accents that are most… read more here.
Keywords: identification system; system; segmentation approach; segmentation ... See more keywords
The Challenges of Recognizing Offline Handwritten Chinese: A Technical Review
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DOI: 10.3390/app13063500
Abstract: Offline handwritten Chinese recognition is an important research area of pattern recognition, including offline handwritten Chinese character recognition (offline HCCR) and offline handwritten Chinese text recognition (offline HCTR), which are closely related to daily life.… read more here.
Keywords: chinese recognition; offline handwritten; handwritten chinese; research ... See more keywords
A Two-Stage Siamese Network Model for Offline Handwritten Signature Verification
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14061216
Abstract: Offline handwritten signature verification is one of the most prevalent and prominent biometric methods in many application fields. Siamese neural network, which can extract and compare the writers’ style features, proves to be efficient in… read more here.
Keywords: network; signature; model; handwritten signature ... See more keywords