Face Recognition Systems: A Survey
Identifieur interne : 000642 ( Main/Exploration ); précédent : 000641; suivant : 000643Face Recognition Systems: A Survey
Auteurs : Yassin Kortli [Tunisie] ; Maher Jridi ; Ayman Al Falou ; Mohamed AtriSource :
- Sensors (Basel, Switzerland) [ 1424-8220 ] ; 2020.
Descripteurs français
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English descriptors
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Abstract
Over the past few decades, interest in theories and algorithms for face recognition has been growing rapidly. Video surveillance, criminal identification, building access control, and unmanned and autonomous vehicles are just a few examples of concrete applications that are gaining attraction among industries. Various techniques are being developed including local, holistic, and hybrid approaches, which provide a face image description using only a few face image features or the whole facial features. The main contribution of this survey is to review some well-known techniques for each approach and to give the taxonomy of their categories. In the paper, a detailed comparison between these techniques is exposed by listing the advantages and the disadvantages of their schemes in terms of robustness, accuracy, complexity, and discrimination. One interesting feature mentioned in the paper is about the database used for face recognition. An overview of the most commonly used databases, including those of supervised and unsupervised learning, is given. Numerical results of the most interesting techniques are given along with the context of experiments and challenges handled by these techniques. Finally, a solid discussion is given in the paper about future directions in terms of techniques to be used for face recognition.
Url:
DOI: 10.3390/s20020342
PubMed: 31936089
PubMed Central: 7013584
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(A.A.F.)</nlm:aff></affiliation><affiliation wicri:level="1"><nlm:aff id="af2-sensors-20-00342">Electronic and Micro-electronic Laboratory, Faculty of Sciences of Monastir, University of Monastir, Monastir 5000, Tunisia</nlm:aff><country xml:lang="fr">Tunisie</country><wicri:regionArea>Electronic and Micro-electronic Laboratory, Faculty of Sciences of Monastir, University of Monastir, Monastir 5000</wicri:regionArea></affiliation></author><author><name sortKey="Jridi, Maher" sort="Jridi, Maher" uniqKey="Jridi M" first="Maher" last="Jridi">Maher Jridi</name><affiliation><nlm:aff id="af1-sensors-20-00342">AI-ED Department, Yncrea Ouest, 20 rue du Cuirassé de Bretagne, 29200 Brest, France;<email>maher.jridi@isen-ouest.yncrea.fr</email> (M.J.);<email>ayman.alfalou@isen-ouest.yncrea.fr</email> (A.A.F.)</nlm:aff></affiliation></author><author><name sortKey="Al Falou, Ayman" sort="Al Falou, Ayman" uniqKey="Al Falou A" first="Ayman" last="Al Falou">Ayman Al Falou</name><affiliation><nlm:aff id="af1-sensors-20-00342">AI-ED Department, Yncrea Ouest, 20 rue du Cuirassé de Bretagne, 29200 Brest, France;<email>maher.jridi@isen-ouest.yncrea.fr</email> (M.J.);<email>ayman.alfalou@isen-ouest.yncrea.fr</email> (A.A.F.)</nlm:aff></affiliation></author><author><name sortKey="Atri, Mohamed" sort="Atri, Mohamed" uniqKey="Atri M" first="Mohamed" last="Atri">Mohamed Atri</name><affiliation><nlm:aff id="af3-sensors-20-00342">College of Computer Science, King Khalid University, Abha 61421, Saudi Arabia;<email>matri@kku.edu.sa</email></nlm:aff></affiliation></author></analytic><series><title level="j">Sensors (Basel, Switzerland)</title><idno type="eISSN">1424-8220</idno><imprint><date when="2020">2020</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Algorithms (MeSH)</term><term>Databases as Topic (MeSH)</term><term>Facial Recognition (MeSH)</term><term>Humans (MeSH)</term><term>Imaging, Three-Dimensional (MeSH)</term><term>Neural Networks, Computer (MeSH)</term><term>Pattern Recognition, Automated (MeSH)</term><term>Principal Component Analysis (MeSH)</term><term>Surveys and Questionnaires (MeSH)</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Algorithmes (MeSH)</term><term>Analyse en composantes principales (MeSH)</term><term>Bases de données comme sujet (MeSH)</term><term>Enquêtes et questionnaires (MeSH)</term><term>Humains (MeSH)</term><term>Imagerie tridimensionnelle (MeSH)</term><term>Reconnaissance automatique des formes (MeSH)</term><term>Reconnaissance faciale (MeSH)</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Algorithms</term><term>Databases as Topic</term><term>Facial Recognition</term><term>Humans</term><term>Imaging, Three-Dimensional</term><term>Neural Networks, Computer</term><term>Pattern Recognition, Automated</term><term>Principal Component Analysis</term><term>Surveys and Questionnaires</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Algorithmes</term><term>Analyse en composantes principales</term><term>Bases de données comme sujet</term><term>Enquêtes et questionnaires</term><term>Humains</term><term>Imagerie tridimensionnelle</term><term>Reconnaissance automatique des formes</term><term>Reconnaissance faciale</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Over the past few decades, interest in theories and algorithms for face recognition has been growing rapidly. Video surveillance, criminal identification, building access control, and unmanned and autonomous vehicles are just a few examples of concrete applications that are gaining attraction among industries. Various techniques are being developed including local, holistic, and hybrid approaches, which provide a face image description using only a few face image features or the whole facial features. The main contribution of this survey is to review some well-known techniques for each approach and to give the taxonomy of their categories. In the paper, a detailed comparison between these techniques is exposed by listing the advantages and the disadvantages of their schemes in terms of robustness, accuracy, complexity, and discrimination. One interesting feature mentioned in the paper is about the database used for face recognition. An overview of the most commonly used databases, including those of supervised and unsupervised learning, is given. Numerical results of the most interesting techniques are given along with the context of experiments and challenges handled by these techniques. Finally, a solid discussion is given in the paper about future directions in terms of techniques to be used for face recognition.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Liao, S" uniqKey="Liao S">S. Liao</name></author><author><name sortKey="Jain, A K" uniqKey="Jain A">A.K. Jain</name></author><author><name sortKey="Li, S Z" uniqKey="Li S">S.Z. Li</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Napoleon, T" uniqKey="Napoleon T">T. Napoléon</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Napoleon, T" uniqKey="Napoleon T">T. Napoléon</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ouerhani, Y" uniqKey="Ouerhani Y">Y. Ouerhani</name></author><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yang, W" uniqKey="Yang W">W. Yang</name></author><author><name sortKey="Wang, S" uniqKey="Wang S">S. Wang</name></author><author><name sortKey="Hu, J" uniqKey="Hu J">J. Hu</name></author><author><name sortKey="Zheng, G" uniqKey="Zheng G">G. Zheng</name></author><author><name sortKey="Valli, C" uniqKey="Valli C">C. Valli</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Patel, N P" uniqKey="Patel N">N.P. Patel</name></author><author><name sortKey="Kale, A" uniqKey="Kale A">A. Kale</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wang, Q" uniqKey="Wang Q">Q. Wang</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author><author><name sortKey="Kaddah, W" uniqKey="Kaddah W">W. Kaddah</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zhao, C" uniqKey="Zhao C">C. Zhao</name></author><author><name sortKey="Li, X" uniqKey="Li X">X. Li</name></author><author><name sortKey="Cang, Y" uniqKey="Cang Y">Y. Cang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hajirassouliha, A" uniqKey="Hajirassouliha A">A. HajiRassouliha</name></author><author><name sortKey="Gamage, T P B" uniqKey="Gamage T">T.P.B. Gamage</name></author><author><name sortKey="Parker, M D" uniqKey="Parker M">M.D. Parker</name></author><author><name sortKey="Nash, M P" uniqKey="Nash M">M.P. Nash</name></author><author><name sortKey="Taberner, A J" uniqKey="Taberner A">A.J. Taberner</name></author><author><name sortKey="Nielsen, P M" uniqKey="Nielsen P">P.M. Nielsen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kortli, Y" uniqKey="Kortli Y">Y. Kortli</name></author><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Al Falou, A" uniqKey="Al Falou A">A. Al Falou</name></author><author><name sortKey="Atri, M" uniqKey="Atri M">M. Atri</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dehai, Z" uniqKey="Dehai Z">Z. Dehai</name></author><author><name sortKey="Da, D" uniqKey="Da D">D. Da</name></author><author><name sortKey="Jin, L" uniqKey="Jin L">L. Jin</name></author><author><name sortKey="Qing, L" uniqKey="Qing L">L. Qing</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ouerhani, Y" uniqKey="Ouerhani Y">Y. Ouerhani</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Liu, W" uniqKey="Liu W">W. Liu</name></author><author><name sortKey="Wang, Z" uniqKey="Wang Z">Z. Wang</name></author><author><name sortKey="Liu, X" uniqKey="Liu X">X. Liu</name></author><author><name sortKey="Zeng, N" uniqKey="Zeng N">N. Zeng</name></author><author><name sortKey="Liu, Y" uniqKey="Liu Y">Y. Liu</name></author><author><name sortKey="Alsaadi, F E" uniqKey="Alsaadi F">F.E. Alsaadi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Xi, M" uniqKey="Xi M">M. Xi</name></author><author><name sortKey="Chen, L" uniqKey="Chen L">L. Chen</name></author><author><name sortKey="Polajnar, D" uniqKey="Polajnar D">D. Polajnar</name></author><author><name sortKey="Tong, W" uniqKey="Tong W">W. Tong</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ojala, T" uniqKey="Ojala T">T. Ojala</name></author><author><name sortKey="Pietik Inen, M" uniqKey="Pietik Inen M">M. Pietikäinen</name></author><author><name sortKey="Harwood, D" uniqKey="Harwood D">D. Harwood</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gowda, H D S" uniqKey="Gowda H">H.D.S. Gowda</name></author><author><name sortKey="Kumar, G H" uniqKey="Kumar G">G.H. Kumar</name></author><author><name sortKey="Imran, M" uniqKey="Imran M">M. Imran</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ouerhani, Y" uniqKey="Ouerhani Y">Y. Ouerhani</name></author><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mousa Pasandi, M E" uniqKey="Mousa Pasandi M">M.E. Mousa Pasandi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Khoi, P" uniqKey="Khoi P">P. Khoi</name></author><author><name sortKey="Thien, L H" uniqKey="Thien L">L.H. Thien</name></author><author><name sortKey="Viet, V H" uniqKey="Viet V">V.H. Viet</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zeppelzauer, M" uniqKey="Zeppelzauer M">M. Zeppelzauer</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Parmar, D N" uniqKey="Parmar D">D.N. Parmar</name></author><author><name sortKey="Mehta, B B" uniqKey="Mehta B">B.B. Mehta</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vinay, A" uniqKey="Vinay A">A. Vinay</name></author><author><name sortKey="Hebbar, D" uniqKey="Hebbar D">D. Hebbar</name></author><author><name sortKey="Shekhar, V S" uniqKey="Shekhar V">V.S. Shekhar</name></author><author><name sortKey="Murthy, K B" uniqKey="Murthy K">K.B. Murthy</name></author><author><name sortKey="Natarajan, S" uniqKey="Natarajan S">S. Natarajan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yang, H" uniqKey="Yang H">H. Yang</name></author><author><name sortKey="Wang, X A" uniqKey="Wang X">X.A. Wang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Viola, P" uniqKey="Viola P">P. Viola</name></author><author><name sortKey="Jones, M" uniqKey="Jones M">M. Jones</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rettkowski, J" uniqKey="Rettkowski J">J. Rettkowski</name></author><author><name sortKey="Boutros, A" uniqKey="Boutros A">A. Boutros</name></author><author><name sortKey="Gohringer, D" uniqKey="Gohringer D">D. Göhringer</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Seo, H J" uniqKey="Seo H">H.J. Seo</name></author><author><name sortKey="Milanfar, P" uniqKey="Milanfar P">P. Milanfar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shah, J H" uniqKey="Shah J">J.H. Shah</name></author><author><name sortKey="Sharif, M" uniqKey="Sharif M">M. Sharif</name></author><author><name sortKey="Raza, M" uniqKey="Raza M">M. Raza</name></author><author><name sortKey="Azeem, A" uniqKey="Azeem A">A. Azeem</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Du, G" uniqKey="Du G">G. Du</name></author><author><name sortKey="Su, F" uniqKey="Su F">F. Su</name></author><author><name sortKey="Cai, A" uniqKey="Cai A">A. Cai</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Calonder, M" uniqKey="Calonder M">M. Calonder</name></author><author><name sortKey="Lepetit, V" uniqKey="Lepetit V">V. Lepetit</name></author><author><name sortKey="Ozuysal, M" uniqKey="Ozuysal M">M. Ozuysal</name></author><author><name sortKey="Trzcinski, T" uniqKey="Trzcinski T">T. Trzcinski</name></author><author><name sortKey="Strecha, C" uniqKey="Strecha C">C. Strecha</name></author><author><name sortKey="Fua, P" uniqKey="Fua P">P. Fua</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Smach, F" uniqKey="Smach F">F. Smach</name></author><author><name sortKey="Miteran, J" uniqKey="Miteran J">J. Miteran</name></author><author><name sortKey="Atri, M" uniqKey="Atri M">M. Atri</name></author><author><name sortKey="Dubois, J" uniqKey="Dubois J">J. Dubois</name></author><author><name sortKey="Abid, M" uniqKey="Abid M">M. Abid</name></author><author><name sortKey="Gauthier, J P" uniqKey="Gauthier J">J.P. Gauthier</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kortli, Y" uniqKey="Kortli Y">Y. Kortli</name></author><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Al Falou, A" uniqKey="Al Falou A">A. Al Falou</name></author><author><name sortKey="Atri, M" uniqKey="Atri M">M. Atri</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wang, Q" uniqKey="Wang Q">Q. Wang</name></author><author><name sortKey="Xiong, D" uniqKey="Xiong D">D. Xiong</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Turk, M" uniqKey="Turk M">M. Turk</name></author><author><name sortKey="Pentland, A" uniqKey="Pentland A">A. Pentland</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Annalakshmi, M" uniqKey="Annalakshmi M">M. Annalakshmi</name></author><author><name sortKey="Roomi, S M M" uniqKey="Roomi S">S.M.M. Roomi</name></author><author><name sortKey="Naveedh, A S" uniqKey="Naveedh A">A.S. Naveedh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hussain, S U" uniqKey="Hussain S">S.U. Hussain</name></author><author><name sortKey="Napoleon, T" uniqKey="Napoleon T">T. Napoléon</name></author><author><name sortKey="Jurie, F" uniqKey="Jurie F">F. Jurie</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Napoleon, T" uniqKey="Napoleon T">T. Napoléon</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Schroff, F" uniqKey="Schroff F">F. Schroff</name></author><author><name sortKey="Kalenichenko, D" uniqKey="Kalenichenko D">D. Kalenichenko</name></author><author><name sortKey="Philbin, J" uniqKey="Philbin J">J. Philbin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kambi Beli, I" uniqKey="Kambi Beli I">I. Kambi Beli</name></author><author><name sortKey="Guo, C" uniqKey="Guo C">C. Guo</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Benarab, D" uniqKey="Benarab D">D. Benarab</name></author><author><name sortKey="Napoleon, T" uniqKey="Napoleon T">T. Napoléon</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Verney, A" uniqKey="Verney A">A. Verney</name></author><author><name sortKey="Hellard, P" uniqKey="Hellard P">P. Hellard</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bonnen, K" uniqKey="Bonnen K">K. Bonnen</name></author><author><name sortKey="Klare, B F" uniqKey="Klare B">B.F. Klare</name></author><author><name sortKey="Jain, A K" uniqKey="Jain A">A.K. Jain</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ren, J" uniqKey="Ren J">J. Ren</name></author><author><name sortKey="Jiang, X" uniqKey="Jiang X">X. Jiang</name></author><author><name sortKey="Yuan, J" uniqKey="Yuan J">J. Yuan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Karaaba, M" uniqKey="Karaaba M">M. Karaaba</name></author><author><name sortKey="Surinta, O" uniqKey="Surinta O">O. Surinta</name></author><author><name sortKey="Schomaker, L" uniqKey="Schomaker L">L. Schomaker</name></author><author><name sortKey="Wiering, M A" uniqKey="Wiering M">M.A. Wiering</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Huang, C" uniqKey="Huang C">C. Huang</name></author><author><name sortKey="Huang, J" uniqKey="Huang J">J. Huang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Arigbabu, O A" uniqKey="Arigbabu O">O.A. Arigbabu</name></author><author><name sortKey="Ahmad, S M S" uniqKey="Ahmad S">S.M.S. Ahmad</name></author><author><name sortKey="Adnan, W A W" uniqKey="Adnan W">W.A.W. Adnan</name></author><author><name sortKey="Yussof, S" uniqKey="Yussof S">S. Yussof</name></author><author><name sortKey="Mahmood, S" uniqKey="Mahmood S">S. Mahmood</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lugh, A V" uniqKey="Lugh A">A.V. Lugh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Weaver, C S" uniqKey="Weaver C">C.S. Weaver</name></author><author><name sortKey="Goodman, J W" uniqKey="Goodman J">J.W. Goodman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Horner, J L" uniqKey="Horner J">J.L. Horner</name></author><author><name sortKey="Gianino, P D" uniqKey="Gianino P">P.D. Gianino</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Leonard, I" uniqKey="Leonard I">I. Leonard</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Katz, P" uniqKey="Katz P">P. Katz</name></author><author><name sortKey="Aron, M" uniqKey="Aron M">M. Aron</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author><author><name sortKey="Katz, P" uniqKey="Katz P">P. Katz</name></author><author><name sortKey="Alam, M S" uniqKey="Alam M">M.S. Alam</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Elbouz, M" uniqKey="Elbouz M">M. Elbouz</name></author><author><name sortKey="Bouzidi, F" uniqKey="Bouzidi F">F. Bouzidi</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author><author><name sortKey="Leonard, I" uniqKey="Leonard I">I. Leonard</name></author><author><name sortKey="Benkelfat, B E" uniqKey="Benkelfat B">B.E. Benkelfat</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Heflin, B" uniqKey="Heflin B">B. Heflin</name></author><author><name sortKey="Scheirer, W" uniqKey="Scheirer W">W. Scheirer</name></author><author><name sortKey="Boult, T E" uniqKey="Boult T">T.E. Boult</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zhu, X" uniqKey="Zhu X">X. Zhu</name></author><author><name sortKey="Liao, S" uniqKey="Liao S">S. Liao</name></author><author><name sortKey="Lei, Z" uniqKey="Lei Z">Z. Lei</name></author><author><name sortKey="Liu, R" uniqKey="Liu R">R. Liu</name></author><author><name sortKey="Li, S Z" uniqKey="Li S">S.Z. Li</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lenc, L" uniqKey="Lenc L">L. Lenc</name></author><author><name sortKey="Kral, P" uniqKey="Kral P">P. Král</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="I K, " uniqKey="I K ">Ş. Işık</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mahier, J" uniqKey="Mahier J">J. Mahier</name></author><author><name sortKey="Hemery, B" uniqKey="Hemery B">B. Hemery</name></author><author><name sortKey="El Abed, M" uniqKey="El Abed M">M. El-Abed</name></author><author><name sortKey="El Allam, M" uniqKey="El Allam M">M. El-Allam</name></author><author><name sortKey="Bouhaddaoui, M" uniqKey="Bouhaddaoui M">M. Bouhaddaoui</name></author><author><name sortKey="Rosenberger, C" uniqKey="Rosenberger C">C. Rosenberger</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alahi, A" uniqKey="Alahi A">A. Alahi</name></author><author><name sortKey="Ortiz, R" uniqKey="Ortiz R">R. Ortiz</name></author><author><name sortKey="Vandergheynst, P" uniqKey="Vandergheynst P">P. Vandergheynst</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Arashloo, S R" uniqKey="Arashloo S">S.R. Arashloo</name></author><author><name sortKey="Kittler, J" uniqKey="Kittler J">J. Kittler</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ghorbel, A" uniqKey="Ghorbel A">A. Ghorbel</name></author><author><name sortKey="Tajouri, I" uniqKey="Tajouri I">I. Tajouri</name></author><author><name sortKey="Aydi, W" uniqKey="Aydi W">W. Aydi</name></author><author><name sortKey="Masmoudi, N" uniqKey="Masmoudi N">N. Masmoudi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lima, A" uniqKey="Lima A">A. Lima</name></author><author><name sortKey="Zen, H" uniqKey="Zen H">H. Zen</name></author><author><name sortKey="Nankaku, Y" uniqKey="Nankaku Y">Y. Nankaku</name></author><author><name sortKey="Miyajima, C" uniqKey="Miyajima C">C. Miyajima</name></author><author><name sortKey="Tokuda, K" uniqKey="Tokuda K">K. Tokuda</name></author><author><name sortKey="Kitamura, T" uniqKey="Kitamura T">T. Kitamura</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Devi, B J" uniqKey="Devi B">B.J. Devi</name></author><author><name sortKey="Veeranjaneyulu, N" uniqKey="Veeranjaneyulu N">N. Veeranjaneyulu</name></author><author><name sortKey="Kishore, K V K" uniqKey="Kishore K">K.V.K. Kishore</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Simonyan, K" uniqKey="Simonyan K">K. Simonyan</name></author><author><name sortKey="Parkhi, O M" uniqKey="Parkhi O">O.M. Parkhi</name></author><author><name sortKey="Vedaldi, A" uniqKey="Vedaldi A">A. Vedaldi</name></author><author><name sortKey="Zisserman, A" uniqKey="Zisserman A">A. Zisserman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Li, B" uniqKey="Li B">B. Li</name></author><author><name sortKey="Ma, K K" uniqKey="Ma K">K.K. Ma</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Agarwal, R" uniqKey="Agarwal R">R. Agarwal</name></author><author><name sortKey="Jain, R" uniqKey="Jain R">R. Jain</name></author><author><name sortKey="Regunathan, R" uniqKey="Regunathan R">R. Regunathan</name></author><author><name sortKey="Kumar, C P" uniqKey="Kumar C">C.P. Kumar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cui, Z" uniqKey="Cui Z">Z. Cui</name></author><author><name sortKey="Li, W" uniqKey="Li W">W. Li</name></author><author><name sortKey="Xu, D" uniqKey="Xu D">D. Xu</name></author><author><name sortKey="Shan, S" uniqKey="Shan S">S. Shan</name></author><author><name sortKey="Chen, X" uniqKey="Chen X">X. Chen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Prince, S" uniqKey="Prince S">S. Prince</name></author><author><name sortKey="Li, P" uniqKey="Li P">P. Li</name></author><author><name sortKey="Fu, Y" uniqKey="Fu Y">Y. Fu</name></author><author><name sortKey="Mohammed, U" uniqKey="Mohammed U">U. Mohammed</name></author><author><name sortKey="Elder, J" uniqKey="Elder J">J. Elder</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Perlibakas, V" uniqKey="Perlibakas V">V. Perlibakas</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Huang, Z H" uniqKey="Huang Z">Z.H. Huang</name></author><author><name sortKey="Li, W J" uniqKey="Li W">W.J. Li</name></author><author><name sortKey="Shang, J" uniqKey="Shang J">J. Shang</name></author><author><name sortKey="Wang, J" uniqKey="Wang J">J. Wang</name></author><author><name sortKey="Zhang, T" uniqKey="Zhang T">T. Zhang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sufyanu, Z" uniqKey="Sufyanu Z">Z. Sufyanu</name></author><author><name sortKey="Mohamad, F S" uniqKey="Mohamad F">F.S. Mohamad</name></author><author><name sortKey="Yusuf, A A" uniqKey="Yusuf A">A.A. Yusuf</name></author><author><name sortKey="Mamat, M B" uniqKey="Mamat M">M.B. Mamat</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hoffmann, H" uniqKey="Hoffmann H">H. Hoffmann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Arashloo, S R" uniqKey="Arashloo S">S.R. Arashloo</name></author><author><name sortKey="Kittler, J" uniqKey="Kittler J">J. Kittler</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vinay, A" uniqKey="Vinay A">A. Vinay</name></author><author><name sortKey="Shekhar, V S" uniqKey="Shekhar V">V.S. Shekhar</name></author><author><name sortKey="Murthy, K B" uniqKey="Murthy K">K.B. Murthy</name></author><author><name sortKey="Natarajan, S" uniqKey="Natarajan S">S. Natarajan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sivasathya, M" uniqKey="Sivasathya M">M. Sivasathya</name></author><author><name sortKey="Joans, S M" uniqKey="Joans S">S.M. Joans</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zhang, B" uniqKey="Zhang B">B. Zhang</name></author><author><name sortKey="Chen, X" uniqKey="Chen X">X. Chen</name></author><author><name sortKey="Shan, S" uniqKey="Shan S">S. Shan</name></author><author><name sortKey="Gao, W" uniqKey="Gao W">W. Gao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vankayalapati, H D" uniqKey="Vankayalapati H">H.D. Vankayalapati</name></author><author><name sortKey="Kyamakya, K" uniqKey="Kyamakya K">K. Kyamakya</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Javidi, B" uniqKey="Javidi B">B. Javidi</name></author><author><name sortKey="Li, J" uniqKey="Li J">J. Li</name></author><author><name sortKey="Tang, Q" uniqKey="Tang Q">Q. Tang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yang, J" uniqKey="Yang J">J. Yang</name></author><author><name sortKey="Frangi, A F" uniqKey="Frangi A">A.F. Frangi</name></author><author><name sortKey="Yang, J Y" uniqKey="Yang J">J.Y. Yang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pang, Y" uniqKey="Pang Y">Y. Pang</name></author><author><name sortKey="Liu, Z" uniqKey="Liu Z">Z. Liu</name></author><author><name sortKey="Yu, N" uniqKey="Yu N">N. Yu</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wang, Y" uniqKey="Wang Y">Y. Wang</name></author><author><name sortKey="Fei, P" uniqKey="Fei P">P. Fei</name></author><author><name sortKey="Fan, X" uniqKey="Fan X">X. Fan</name></author><author><name sortKey="Li, H" uniqKey="Li H">H. Li</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Li, S" uniqKey="Li S">S. Li</name></author><author><name sortKey="Yao, Y F" uniqKey="Yao Y">Y.F. Yao</name></author><author><name sortKey="Jing, X Y" uniqKey="Jing X">X.Y. Jing</name></author><author><name sortKey="Chang, H" uniqKey="Chang H">H. Chang</name></author><author><name sortKey="Gao, S Q" uniqKey="Gao S">S.Q. Gao</name></author><author><name sortKey="Zhang, D" uniqKey="Zhang D">D. Zhang</name></author><author><name sortKey="Yang, J Y" uniqKey="Yang J">J.Y. Yang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Khan, S A" uniqKey="Khan S">S.A. Khan</name></author><author><name sortKey="Ishtiaq, M" uniqKey="Ishtiaq M">M. Ishtiaq</name></author><author><name sortKey="Nazir, M" uniqKey="Nazir M">M. Nazir</name></author><author><name sortKey="Shaheen, M" uniqKey="Shaheen M">M. Shaheen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hafez, S F" uniqKey="Hafez S">S.F. Hafez</name></author><author><name sortKey="Selim, M M" uniqKey="Selim M">M.M. Selim</name></author><author><name sortKey="Zayed, H H" uniqKey="Zayed H">H.H. Zayed</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shanbhag, S S" uniqKey="Shanbhag S">S.S. Shanbhag</name></author><author><name sortKey="Bargi, S" uniqKey="Bargi S">S. Bargi</name></author><author><name sortKey="Manikantan, K" uniqKey="Manikantan K">K. Manikantan</name></author><author><name sortKey="Ramachandran, S" uniqKey="Ramachandran S">S. Ramachandran</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fan, J" uniqKey="Fan J">J. Fan</name></author><author><name sortKey="Chow, T W" uniqKey="Chow T">T.W. Chow</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vinay, A" uniqKey="Vinay A">A. Vinay</name></author><author><name sortKey="Cholin, A S" uniqKey="Cholin A">A.S. Cholin</name></author><author><name sortKey="Bhat, A D" uniqKey="Bhat A">A.D. Bhat</name></author><author><name sortKey="Murthy, K B" uniqKey="Murthy K">K.B. Murthy</name></author><author><name sortKey="Natarajan, S" uniqKey="Natarajan S">S. Natarajan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lu, J" uniqKey="Lu J">J. Lu</name></author><author><name sortKey="Plataniotis, K N" uniqKey="Plataniotis K">K.N. Plataniotis</name></author><author><name sortKey="Venetsanopoulos, A N" uniqKey="Venetsanopoulos A">A.N. Venetsanopoulos</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yang, W J" uniqKey="Yang W">W.J. Yang</name></author><author><name sortKey="Chen, Y C" uniqKey="Chen Y">Y.C. Chen</name></author><author><name sortKey="Chung, P C" uniqKey="Chung P">P.C. Chung</name></author><author><name sortKey="Yang, J F" uniqKey="Yang J">J.F. Yang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ouanan, H" uniqKey="Ouanan H">H. Ouanan</name></author><author><name sortKey="Ouanan, M" uniqKey="Ouanan M">M. Ouanan</name></author><author><name sortKey="Aksasse, B" uniqKey="Aksasse B">B. Aksasse</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Fathima, A A" uniqKey="Fathima A">A.A. Fathima</name></author><author><name sortKey="Ajitha, S" uniqKey="Ajitha S">S. Ajitha</name></author><author><name sortKey="Vaidehi, V" uniqKey="Vaidehi V">V. Vaidehi</name></author><author><name sortKey="Hemalatha, M" uniqKey="Hemalatha M">M. Hemalatha</name></author><author><name sortKey="Karthigaiveni, R" uniqKey="Karthigaiveni R">R. Karthigaiveni</name></author><author><name sortKey="Kumar, R" uniqKey="Kumar R">R. Kumar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Barkan, O" uniqKey="Barkan O">O. Barkan</name></author><author><name sortKey="Weill, J" uniqKey="Weill J">J. Weill</name></author><author><name sortKey="Wolf, L" uniqKey="Wolf L">L. Wolf</name></author><author><name sortKey="Aronowitz, H" uniqKey="Aronowitz H">H. Aronowitz</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Juefei Xu, F" uniqKey="Juefei Xu F">F. Juefei-Xu</name></author><author><name sortKey="Luu, K" uniqKey="Luu K">K. Luu</name></author><author><name sortKey="Savvides, M" uniqKey="Savvides M">M. Savvides</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yan, Y" uniqKey="Yan Y">Y. Yan</name></author><author><name sortKey="Wang, H" uniqKey="Wang H">H. Wang</name></author><author><name sortKey="Suter, D" uniqKey="Suter D">D. Suter</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ding, C" uniqKey="Ding C">C. Ding</name></author><author><name sortKey="Tao, D" uniqKey="Tao D">D. Tao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sharma, R" uniqKey="Sharma R">R. Sharma</name></author><author><name sortKey="Patterh, M S" uniqKey="Patterh M">M.S. Patterh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Moussa, M" uniqKey="Moussa M">M. Moussa</name></author><author><name sortKey="Hmila, M" uniqKey="Hmila M">M. Hmila</name></author><author><name sortKey="Douik, A" uniqKey="Douik A">A. Douik</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mian, A" uniqKey="Mian A">A. Mian</name></author><author><name sortKey="Bennamoun, M" uniqKey="Bennamoun M">M. Bennamoun</name></author><author><name sortKey="Owens, R" uniqKey="Owens R">R. Owens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cho, H" uniqKey="Cho H">H. Cho</name></author><author><name sortKey="Roberts, R" uniqKey="Roberts R">R. Roberts</name></author><author><name sortKey="Jung, B" uniqKey="Jung B">B. Jung</name></author><author><name sortKey="Choi, O" uniqKey="Choi O">O. Choi</name></author><author><name sortKey="Moon, S" uniqKey="Moon S">S. Moon</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Guru, D S" uniqKey="Guru D">D.S. Guru</name></author><author><name sortKey="Suraj, M G" uniqKey="Suraj M">M.G. Suraj</name></author><author><name sortKey="Manjunath, S" uniqKey="Manjunath S">S. Manjunath</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sing, J K" uniqKey="Sing J">J.K. Sing</name></author><author><name sortKey="Chowdhury, S" uniqKey="Chowdhury S">S. Chowdhury</name></author><author><name sortKey="Basu, D K" uniqKey="Basu D">D.K. Basu</name></author><author><name sortKey="Nasipuri, M" uniqKey="Nasipuri M">M. Nasipuri</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kamencay, P" uniqKey="Kamencay P">P. Kamencay</name></author><author><name sortKey="Zachariasova, M" uniqKey="Zachariasova M">M. Zachariasova</name></author><author><name sortKey="Hudec, R" uniqKey="Hudec R">R. Hudec</name></author><author><name sortKey="Jarina, R" uniqKey="Jarina R">R. Jarina</name></author><author><name sortKey="Benco, M" uniqKey="Benco M">M. Benco</name></author><author><name sortKey="Hlubik, J" uniqKey="Hlubik J">J. Hlubik</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sun, J" uniqKey="Sun J">J. Sun</name></author><author><name sortKey="Fu, Y" uniqKey="Fu Y">Y. Fu</name></author><author><name sortKey="Li, S" uniqKey="Li S">S. Li</name></author><author><name sortKey="He, J" uniqKey="He J">J. He</name></author><author><name sortKey="Xu, C" uniqKey="Xu C">C. Xu</name></author><author><name sortKey="Tan, L" uniqKey="Tan L">L. Tan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Soltanpour, S" uniqKey="Soltanpour S">S. Soltanpour</name></author><author><name sortKey="Boufama, B" uniqKey="Boufama B">B. Boufama</name></author><author><name sortKey="Wu, Q J" uniqKey="Wu Q">Q.J. Wu</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sharma, G" uniqKey="Sharma G">G. Sharma</name></author><author><name sortKey="Ul Hussain, S" uniqKey="Ul Hussain S">S. ul Hussain</name></author><author><name sortKey="Jurie, F" uniqKey="Jurie F">F. Jurie</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zhang, J" uniqKey="Zhang J">J. Zhang</name></author><author><name sortKey="Marszalek, M" uniqKey="Marszalek M">M. Marszałek</name></author><author><name sortKey="Lazebnik, S" uniqKey="Lazebnik S">S. Lazebnik</name></author><author><name sortKey="Schmid, C" uniqKey="Schmid C">C. Schmid</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Leonard, I" uniqKey="Leonard I">I. Leonard</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shen, L" uniqKey="Shen L">L. Shen</name></author><author><name sortKey="Bai, L" uniqKey="Bai L">L. Bai</name></author><author><name sortKey="Ji, Z" uniqKey="Ji Z">Z. Ji</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pratima, D" uniqKey="Pratima D">D. Pratima</name></author><author><name sortKey="Nimmakanti, N" uniqKey="Nimmakanti N">N. Nimmakanti</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zhang, C" uniqKey="Zhang C">C. Zhang</name></author><author><name sortKey="Prasanna, V" uniqKey="Prasanna V">V. Prasanna</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nguyen, D T" uniqKey="Nguyen D">D.T. Nguyen</name></author><author><name sortKey="Pham, T D" uniqKey="Pham T">T.D. Pham</name></author><author><name sortKey="Lee, M B" uniqKey="Lee M">M.B. Lee</name></author><author><name sortKey="Park, K R" uniqKey="Park K">K.R. Park</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Parkhi, O M" uniqKey="Parkhi O">O.M. Parkhi</name></author><author><name sortKey="Vedaldi, A" uniqKey="Vedaldi A">A. Vedaldi</name></author><author><name sortKey="Zisserman, A" uniqKey="Zisserman A">A. Zisserman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wen, Y" uniqKey="Wen Y">Y. Wen</name></author><author><name sortKey="Zhang, K" uniqKey="Zhang K">K. Zhang</name></author><author><name sortKey="Li, Z" uniqKey="Li Z">Z. Li</name></author><author><name sortKey="Qiao, Y" uniqKey="Qiao Y">Y. Qiao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Passalis, N" uniqKey="Passalis N">N. Passalis</name></author><author><name sortKey="Tefas, A" uniqKey="Tefas A">A. Tefas</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Liu, W" uniqKey="Liu W">W. Liu</name></author><author><name sortKey="Wen, Y" uniqKey="Wen Y">Y. Wen</name></author><author><name sortKey="Yu, Z" uniqKey="Yu Z">Z. Yu</name></author><author><name sortKey="Li, M" uniqKey="Li M">M. Li</name></author><author><name sortKey="Raj, B" uniqKey="Raj B">B. Raj</name></author><author><name sortKey="Song, L" uniqKey="Song L">L. Song</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Amato, G" uniqKey="Amato G">G. Amato</name></author><author><name sortKey="Falchi, F" uniqKey="Falchi F">F. Falchi</name></author><author><name sortKey="Gennaro, C" uniqKey="Gennaro C">C. Gennaro</name></author><author><name sortKey="Massoli, F V" uniqKey="Massoli F">F.V. Massoli</name></author><author><name sortKey="Passalis, N" uniqKey="Passalis N">N. Passalis</name></author><author><name sortKey="Tefas, A" uniqKey="Tefas A">A. Tefas</name></author><author><name sortKey="Vairo, C" uniqKey="Vairo C">C. Vairo</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Taigman, Y" uniqKey="Taigman Y">Y. Taigman</name></author><author><name sortKey="Yang, M" uniqKey="Yang M">M. Yang</name></author><author><name sortKey="Ranzato, M A" uniqKey="Ranzato M">M.A. Ranzato</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ma, Z" uniqKey="Ma Z">Z. Ma</name></author><author><name sortKey="Ding, Y" uniqKey="Ding Y">Y. Ding</name></author><author><name sortKey="Li, B" uniqKey="Li B">B. Li</name></author><author><name sortKey="Yuan, X" uniqKey="Yuan X">X. Yuan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Koo, J" uniqKey="Koo J">J. Koo</name></author><author><name sortKey="Cho, S" uniqKey="Cho S">S. Cho</name></author><author><name sortKey="Baek, N" uniqKey="Baek N">N. Baek</name></author><author><name sortKey="Kim, M" uniqKey="Kim M">M. Kim</name></author><author><name sortKey="Park, K" uniqKey="Park K">K. Park</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cho, S" uniqKey="Cho S">S. Cho</name></author><author><name sortKey="Baek, N" uniqKey="Baek N">N. Baek</name></author><author><name sortKey="Kim, M" uniqKey="Kim M">M. Kim</name></author><author><name sortKey="Koo, J" uniqKey="Koo J">J. Koo</name></author><author><name sortKey="Kim, J" uniqKey="Kim J">J. Kim</name></author><author><name sortKey="Park, K" uniqKey="Park K">K. Park</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Koshy, R" uniqKey="Koshy R">R. Koshy</name></author><author><name sortKey="Mahmood, A" uniqKey="Mahmood A">A. Mahmood</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Elmahmudi, A" uniqKey="Elmahmudi A">A. Elmahmudi</name></author><author><name sortKey="Ugail, H" uniqKey="Ugail H">H. Ugail</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Seibold, C" uniqKey="Seibold C">C. Seibold</name></author><author><name sortKey="Samek, W" uniqKey="Samek W">W. Samek</name></author><author><name sortKey="Hilsmann, A" uniqKey="Hilsmann A">A. Hilsmann</name></author><author><name sortKey="Eisert, P" uniqKey="Eisert P">P. Eisert</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yim, J" uniqKey="Yim J">J. Yim</name></author><author><name sortKey="Jung, H" uniqKey="Jung H">H. Jung</name></author><author><name sortKey="Yoo, B" uniqKey="Yoo B">B. Yoo</name></author><author><name sortKey="Choi, C" uniqKey="Choi C">C. Choi</name></author><author><name sortKey="Park, D" uniqKey="Park D">D. Park</name></author><author><name sortKey="Kim, J" uniqKey="Kim J">J. Kim</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bajrami, X" uniqKey="Bajrami X">X. Bajrami</name></author><author><name sortKey="Gashi, B" uniqKey="Gashi B">B. Gashi</name></author><author><name sortKey="Murturi, I" uniqKey="Murturi I">I. Murturi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gourier, N" uniqKey="Gourier N">N. Gourier</name></author><author><name sortKey="Hall, D" uniqKey="Hall D">D. Hall</name></author><author><name sortKey="Crowley, J L" uniqKey="Crowley J">J.L. Crowley</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gonzalez Sosa, E" uniqKey="Gonzalez Sosa E">E. Gonzalez-Sosa</name></author><author><name sortKey="Fierrez, J" uniqKey="Fierrez J">J. Fierrez</name></author><author><name sortKey="Vera Rodriguez, R" uniqKey="Vera Rodriguez R">R. Vera-Rodriguez</name></author><author><name sortKey="Alonso Fernandez, F" uniqKey="Alonso Fernandez F">F. Alonso-Fernandez</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Boukamcha, H" uniqKey="Boukamcha H">H. Boukamcha</name></author><author><name sortKey="Hallek, M" uniqKey="Hallek M">M. Hallek</name></author><author><name sortKey="Smach, F" uniqKey="Smach F">F. Smach</name></author><author><name sortKey="Atri, M" uniqKey="Atri M">M. Atri</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ouerhani, Y" uniqKey="Ouerhani Y">Y. Ouerhani</name></author><author><name sortKey="Jridi, M" uniqKey="Jridi M">M. Jridi</name></author><author><name sortKey="Alfalou, A" uniqKey="Alfalou A">A. Alfalou</name></author><author><name sortKey="Brosseau, C" uniqKey="Brosseau C">C. Brosseau</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Su, C" uniqKey="Su C">C. Su</name></author><author><name sortKey="Yan, Y" uniqKey="Yan Y">Y. Yan</name></author><author><name sortKey="Chen, S" uniqKey="Chen S">S. Chen</name></author><author><name sortKey="Wang, H" uniqKey="Wang H">H. Wang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Co Kun, M" uniqKey="Co Kun M">M. Coşkun</name></author><author><name sortKey="Ucar, A" uniqKey="Ucar A">A. Uçar</name></author><author><name sortKey="Yildirim, O" uniqKey="Yildirim O">Ö. Yildirim</name></author><author><name sortKey="Demir, Y" uniqKey="Demir Y">Y. Demir</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>Tunisie</li></country></list><tree><noCountry><name sortKey="Al Falou, Ayman" sort="Al Falou, Ayman" uniqKey="Al Falou A" first="Ayman" last="Al Falou">Ayman Al Falou</name><name sortKey="Atri, Mohamed" sort="Atri, Mohamed" uniqKey="Atri M" first="Mohamed" last="Atri">Mohamed Atri</name><name sortKey="Jridi, Maher" sort="Jridi, Maher" uniqKey="Jridi M" first="Maher" last="Jridi">Maher Jridi</name></noCountry><country name="Tunisie"><noRegion><name sortKey="Kortli, Yassin" sort="Kortli, Yassin" uniqKey="Kortli Y" first="Yassin" last="Kortli">Yassin Kortli</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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