Object's details: Ensemble of classifiers based on CNN for increasing generalization ability in face image recognition

Provider:Czasopisma PAN

Description

Title:
Ensemble of classifiers based on CNN for increasing generalization ability in face image recognition
Creator:
Szmurło, Robert;
Osowski, Stanislaw
Contributor:
Szmurło, Robert : Faculty of Electrical Engineering, Warsaw University of Technology, Koszykowa 75, 00-662 Warszawa, Poland;
Osowski, Stanislaw : Faculty of Electronic Engineering, Military University of Technology, gen. S. Kaliskiego 2, 00-908 Warszawa, Poland
Description:
The Bulletin of the Polish Academy of Sciences Technical Sciences is published bimonthly by the Division IV Engineering Sciences of the Polish Academy of Sciences, since the beginning of the existence of the PAS in 1952. The journal is peer‐reviewed and is published both in printed and electronic form. It is established for the publication of original high quality papers from multidisciplinary Engineering sciences with the following topics preferred: Artificial and Computational Intelligence, Biomedical Engineering and Biotechnology, Civil Engineering, Control, Informatics and Robotics, Electronics, Telecommunication and Optoelectronics, Mechanical and Aeronautical Engineering, Thermodynamics, Material Science and Nanotechnology, Power Systems and Power Electronics. Submit your article Journal Metrics: JCR Impact Factor 2022: 1.2 5 Year Impact Factor 2020: 1.490 CiteScore 2022: 2.8 SCImago Journal Rank (SJR) 2022: 0.285 Source Normalized Impact per Paper (SNIP) 2022: 0.543 Ministry of Education and Science: 100 points Abbreviated title: Bull. Pol. Acad. Sci. Tech. Sci.;
Editorial Board 2023-2025 Editor-in-Chief: A. Rogalski, Military University of Technology Honorary (Past) Editor-in Chief: T. Kaczorek, Warsaw University of Technology M.P. Kaźmierkowski, Warsaw University of Technology Deputy Editor-in-Chief: B. Błachowski, Institute of Fundamental Technological Research PAN M. Mrozowski, Gdansk University of Technology Board of Topical Co-editors: Artificial and Computational Intelligence S. Osowski, B. Sawicki and T. Leś, Warsaw University of Technology Biomedical Engineering and Biotechnology D. Pijanowska, Institute of Biocybernetics and Biomedical Engineering PAN Civil Engineering L. Czarnecki, Building Research Institute, ITB, Warsaw Ł. Sadowski, Wroclaw University of Science and Technology Control, Robotics and Informatics J. Klamka and A. Babiarz, Silesian Technical University J. Stefanowski, Poznan University of Technology Electronics, Telecommunication and Optoelectronics M. Mrozowski and A. Lamęcki, Gdansk University of Technology Mechanical and Aeronautical Engineering, Thermodynamics B. Błachowski and P. Korczyk, Institute of Fundamental Technological Research PAN Materials Science and Nanotechnology B. Major and P. Czaja, Institute of Metallurgy and Materials Science PAN Power Systems and Power Electronics J. Rąbkowski and M. Jasiński, Warsaw University of Technology International Editorial Advisory Board R. Asthana, University of Wisconsin-Stout, Menomonie, USA Xu Binshi, China Association of Plant Engineering, Beijing, P.R. China F. Blaabjerg, Aalborg University, Denmark C. Cecati, University of L’Aquila, Italy A. Cichocki, RIKEN Institute, Tokyo, Japan M. David, National Polytechnique de Toulouse, France R. Ebner, Materials Centre Leoben, Leoben, Austria E. Fornasini, University of Padova, Padova, Italy L.G. Franquelo, University of Sevilla, Spain M. Gad-el-Hak, Virginia Commonwealth University, Richmond, USA M. Giersig, Free University of Berlin, Germany D. van Gemert, Catholic University Leuven, KU Leuven, Belgium L. Keviczky, Hungarian Academy of Sciences, Budapest, Hungary V. Kučera, Czech Technical University in Prague, Prague, Czech Republic R. Kennel, Technical University Munich, Germany T.A. Kowalewski, Institute of Fundamental Technological Research PAN E. Levi, Liverpool John Moore University, UK G. Maier, Technical University of Milan, Milan, Italy K.F. Man, City University of Hong Kong, R. Maniewski, Institute of Biocybernetics and Biomedical Engineering PAN H.A. Mang, Austrian Academy of Sciences, Vienna, Austria H. Mihashi, Tohoku University, Aoba-ku, Sendai, Japan S. Mindess, University of British Columbia, Vancouver, Canada D.A. Mlynski, University of Karlsruhe, Karlsruhe, Germany A.S. Nowak, University of Michigan, Ann Arbor, USA K. Ohnishi, Keio University, Yokohama, Japan A. Öberg, Linköping University, Linköping, Sweden W. Pedrycz, University of Alberta, Canada M. Razeghi, Northwestern University, Evanston, USA J. Rodriguez, University of Andres Bello, Santiago, Chile J.V. Sloten, Catholic University Leuven, Leuven, Belgium B.M. Wilamowski, University of Auburn, Alabama, USA A.L. Yarin, University of Illinois at Chicago, USA Du Xiangwan, Chinese Academy of Engineering, China J. Żurada, Department of Computer Engineering, University of Louisville, USA
Object availability:
free access
Rights:
Bulletin of the Polish Academy of Sciences Technical Sciences jest czasopismem wydawanym w wolnym dostępie na licencji CC BY 4.0. </span></p>
Date:
2022.05.17
Type:
Article
Coverage:
e141004
Subject:
CNN;
ensemble of classifiers;
face recognition;
feature selection
Identifier:
e-ISSN 2300-1917
Data provider:
Czasopisma PAN

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Object's details: Ensemble of classifiers based on CNN for increasing generalization ability in face image recognition

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