Large scale support vector machines algorithms for visual classification

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Nội dung chi tiết: Large scale support vector machines algorithms for visual classification

Large scale support vector machines algorithms for visual classification

N° d’ordre :UNIVERSITÉRENNES 1THESE / ƯNIVERSITÉ DE RENNES 1 sous le sceau de 1'University Europvenne de Bretagne pour le grade deDOCTEUR DE L’ƯNIVERS

Large scale support vector machines algorithms for visual classification SITÉ DE RENNES 1Mention : Infonnatique Ecole doctorale Matisse présentée parThanli-Nghi Doanpréparée à l unite de recherche IRISA ƯMR6074Institut de R

echerche en Informatique et Systemes AléatoiresLarge ScaleSupport Vector MachinesAlgorithmsfor Visual ClassificationThese soutenue à Rennesle 07 Novem Large scale support vector machines algorithms for visual classification

bre 2013devant lo jury compose de :Yann GUERMEƯRDirecteur de recherche CNRS, LORIA-UMR 7503,Nancy / rapporteurFlorent PERRONNINManager of Computer Vis

Large scale support vector machines algorithms for visual classification

ion Group, Xerox Research Centre Europe, Grenoble / rapporteurProfesseur, University de Strasbourg/examinateurProfesseur, University de Rennes 1 exami

N° d’ordre :UNIVERSITÉRENNES 1THESE / ƯNIVERSITÉ DE RENNES 1 sous le sceau de 1'University Europvenne de Bretagne pour le grade deDOCTEUR DE L’ƯNIVERS

Large scale support vector machines algorithms for visual classification rect,enr de theseDeclaration of AuthorshipI, Thanh-Nghi Doan, declare.* that this thesis titled. ’Large Scale Support Vector Machines Algorithms for V

isual Classification’ and the work presented in it are my own. 1 confirm that:■This work was done wholly or mainly while in candidature for a research Large scale support vector machines algorithms for visual classification

degree at this University.■Where any part of this thesis has previously been submitted for a degree or any other qualification at this University or

Large scale support vector machines algorithms for visual classification

any other institution, this has been dearly stated.■Where I have consulted the published work of others, this is always clearly attributed.■Where I ha

N° d’ordre :UNIVERSITÉRENNES 1THESE / ƯNIVERSITÉ DE RENNES 1 sous le sceau de 1'University Europvenne de Bretagne pour le grade deDOCTEUR DE L’ƯNIVERS

Large scale support vector machines algorithms for visual classification owledged all main sources of help.■When- the thesis is based on work done by myself jointly with others. I hare made clear exactly what was

thers and what 1 have contributed myself.Signed:Date: Large scale support vector machines algorithms for visual classification

N° d’ordre :UNIVERSITÉRENNES 1THESE / ƯNIVERSITÉ DE RENNES 1 sous le sceau de 1'University Europvenne de Bretagne pour le grade deDOCTEUR DE L’ƯNIVERS