Caracterización y clasificación de glóbulos blancos mediante descriptores locales de imágenes
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comunitat-uji-handle2:10234/71345
comunitat-uji-handle3:10234/94547
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TFG-TFMMetadata
Title
Caracterización y clasificación de glóbulos blancos mediante descriptores locales de imágenesAuthor (s)
Tutor/Supervisor; University.Department
Traver Roig, Vicente Javier; Pla Bañón, Filiberto; Universitat Jaume I. Departament de Llenguatges i Sistemes InformàticsDate
2017-09Publisher
Universitat Jaume IAbstract
The purpose of this work is to other a study of the analysis, exploration and
comparison of a series of extractors of local features or points of interest of different
types, in order to be part of the description ... [+]
The purpose of this work is to other a study of the analysis, exploration and
comparison of a series of extractors of local features or points of interest of different
types, in order to be part of the description of required attribute vectors in a classi-
fication scheme later denominated Bag of Visual Words (Visual BoW). It is a model
of learning used in a wide range of disciplines, but unexplored for this problem that
arises this work: automatic classification of color images with examples of white
blood cells of different classes. Therefore, several feature detectors allow us to know
the type of detected feature available that best ts the problematic raised, improving
the accuracy and robustness of the chosen classi cation method. In addition to
this study, other phases of the Visual BoW process are also discussed, such as the
choice of parameters in the process of "vocabulary" formation and the supervised
learning algorithm. [-]
Subject
Description
Treball de Fi de Màster en Sistemes Intel·ligents. Codi: SIU043. Curs 2016/2017
Type
info:eu-repo/semantics/masterThesisRights
info:eu-repo/semantics/openAccess
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