4.6 Article

Online Kanji Characters Based Writer Identification Using Sequential Forward Floating Selection and Support Vector Machine

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Chemistry, Multidisciplinary

Important Features Selection and Classification of Adult and Child from Handwriting Using Machine Learning Methods

Jungpil Shin et al.

Summary: This paper proposes a machine-learning approach to automatically classify individuals as adults or children based on their handwriting data. Two types of handwritten databases were used, and the classification process consisted of three steps. The results showed high accuracy rates in both handwritten text and pattern databases.

APPLIED SCIENCES-BASEL (2022)

Article Computer Science, Artificial Intelligence

Writer Identification using Deep Learning with FAST Keypoints and Harris corner detector

Abdelillah Semma et al.

Summary: This study proposes a writer identification system based on deep convolutional neural networks, which extracts key points from handwriting and trains the model for feature learning and classification, achieving high identification rates on three different datasets.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Article Computer Science, Artificial Intelligence

Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs

Moises Diaz et al.

Summary: The study proposes a novel classification model based on one-dimensional convolutions and Bidirectional Gated Recurrent Units (BiGRUs) to assess the potential of sequential information of handwriting in identifying Parkinsonian symptoms. The method outperformed state-of-the-art approaches on the PaHaW dataset and achieved competitive results on the NewHandPD dataset.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Article Computer Science, Artificial Intelligence

Writer identification system for pre-segmented offline handwritten Devanagari characters using k-NN and SVM

Shaveta Dargan et al.

SOFT COMPUTING (2020)

Article Computer Science, Artificial Intelligence

Text-independent writer identification using convolutional neural network

Hung Tuan Nguyen et al.

PATTERN RECOGNITION LETTERS (2019)

Article Computer Science, Information Systems

Automatic Visual Features for Writer Identification: A Deep Learning Approach

Arshia Rehman et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Writer identification using intra-stroke and inter-stroke information for security enhancements in P2P systems

Jungpil Shin et al.

PEER-TO-PEER NETWORKING AND APPLICATIONS (2018)

Proceedings Paper Computer Science, Information Systems

A neural framework for online recognition of handwritten Kanji characters

Malgorzata Grebowiec et al.

PROCEEDINGS OF THE 2018 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS) (2018)

Article Computer Science, Information Systems

Text-Independent Online Writer Identification Using Hidden Markov Models

Yabei Wu et al.

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS (2017)

Article Computer Science, Information Systems

Text-Independent Online Writer Identification Using Hidden Markov Models

Yabei Wu et al.

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS (2017)

Article Computer Science, Information Systems

Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features

Sana Ullah Jan et al.

IEEE ACCESS (2017)

Article Computer Science, Artificial Intelligence

Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

Peter Drotar et al.

ARTIFICIAL INTELLIGENCE IN MEDICINE (2016)

Article Computer Science, Theory & Methods

A Generic Framework for Three-Factor Authentication: Preserving Security and Privacy in Distributed Systems

Xinyi Huang et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2011)

Article Computer Science, Artificial Intelligence

Automatic writer identification framework for online handwritten documents using character prototypes

Guo Xian Tan et al.

PATTERN RECOGNITION (2009)

Article Computer Science, Artificial Intelligence

Text-independent writer identification and verification using textural and allographic features

Marius Bulacu et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2007)

Article Computer Science, Artificial Intelligence

A comparison of methods for multiclass support vector machines

CW Hsu et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2002)