Fuzzy-based multi-kernel spherical support vector machine for effective handwritten character recognition

DOI10.1007/S12046-017-0706-9zbMath1391.94956OpenAlexW2744471569MaRDI QIDQ1637647

A. K. Sampath, N. Gomathi

Publication date: 11 June 2018

Published in: Sādhanā (Search for Journal in Brave)

Full work available at URL: https://www.ias.ac.in/describe/article/sadh/042/09/1513-1525

zbMATH Keywords

kernel functionsupport vector machine (SVM)handwritten charactersfuzzy triangular membership functionHOG descriptor

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Fuzzy sets and logic (in connection with information, communication, or circuits theory) (94D05) Multivariate analysis and fuzziness (62H86)

Uses Software

• Unnamed Item

Cites Work

• A hierarchical approach to recognition of handwritten Bangla characters

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