ZCR-aided neurocomputing: A study with applications
| Autor: | Rodrigo Capobianco Guido |
|---|---|
| Přispěvatelé: | Universidade Estadual Paulista (Unesp) |
| Rok vydání: | 2016 |
| Předmět: |
Image border extraction
Information Systems and Management Zero-crossing rates (ZCRs) Computer science media_common.quotation_subject Speech segmentation Feature extraction 02 engineering and technology Management Information Systems Image (mathematics) Artificial Intelligence 0202 electrical engineering electronic engineering information engineering Pattern recognition and knowledge-based systems (PRKbS) Complement (set theory) media_common business.industry Biomedical signal analysis 020206 networking & telecommunications Feature extraction (FE) Creativity Pattern recognition (psychology) 020201 artificial intelligence & image processing Artificial intelligence business Software |
| Zdroj: | Scopus Repositório Institucional da UNESP Universidade Estadual Paulista (UNESP) instacron:UNESP |
| ISSN: | 0950-7051 |
| DOI: | 10.1016/j.knosys.2016.05.011 |
| Popis: | Made available in DSpace on 2018-12-11T17:28:19Z (GMT). No. of bitstreams: 0 Previous issue date: 2016-08-01 This paper covers a particular area of interest in pattern recognition and knowledge-based systems (PRKbS), being intended for both young researchers and academic professionals who are looking for a polished and refined material. Its aim, playing the role of a tutorial that introduces three feature extraction (FE) approaches based on zero-crossing rates (ZCRs), is to offer cutting-edge algorithms in which clarity and creativity are predominant. The theory, smoothly shown and accompanied by numerical examples, innovatively characterises ZCRs as being neurocomputing agents. Source-codes in C/C++ programming language and interesting applications on speech segmentation, image border extraction and biomedical signal analysis complement the text. Instituto de Biociências Letras e Ciências Exatas Unesp - Univ Estadual Paulista (São Paulo State University), Rua Cristóvão Colombo 2265, Jd Nazareth Instituto de Biociências Letras e Ciências Exatas Unesp - Univ Estadual Paulista (São Paulo State University), Rua Cristóvão Colombo 2265, Jd Nazareth |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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