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Application of fuzzy techniques to biomedical images
| dc.contributor | Montseny Masip, Eduard |
| dc.contributor | Recasens, Jordi |
| dc.contributor | López, Maite |
| dc.contributor.author | Mattioli Aramburu, Gabriel |
| dc.date.accessioned | 2012-07-19T14:30:45Z |
| dc.date.available | 2012-07-19T14:30:45Z |
| dc.date.issued | 2012-06-21 |
| dc.identifier.uri | http://hdl.handle.net/2099.1/15839 |
| dc.description | The main goal of this work is to bring together Fuzzy Logic techniques and Biomedical images analysis, linking this two fields through an image segmentation problem approached by a Fuzzy c-Means algorithm. This work has two main cores. The first one is a formal structural analysis of some Fuzzy Logic concepts within the theory of Indistinguishabilitty Operators. The main actors of this part will be indistinguishability operators, sets of extensional fuzzy subsets, upper approximation operators and lower approximation operators. All these concepts will be explained in depth further in this work. The second core is a practical application of the Fuzzy c-Means algorithm to segmentate biomedical images of mammographies and bone marrow microscopical captures. |
| dc.language.iso | eng |
| dc.publisher | Universitat Politècnica de Catalunya |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial |
| dc.subject | Àrees temàtiques de la UPC::Ciències de la salut::Medicina::Diagnòstic per la imatge |
| dc.subject.lcsh | Fuzzy logic |
| dc.subject.lcsh | Imaging systems in medicine |
| dc.subject.lcsh | Image processing--Digital techniques |
| dc.title | Application of fuzzy techniques to biomedical images |
| dc.type | Master thesis |
| dc.subject.lemac | Lògica difusa |
| dc.subject.lemac | Imatges mèdiques |
| dc.subject.lemac | Imatges--Processament--Tècniques digitals |
| dc.rights.access | Open Access |
| dc.audience.educationlevel | Màster |
| dc.audience.mediator | Facultat d'Informàtica de Barcelona |
| dc.audience.degree | MÀSTER UNIVERSITARI EN INTEL·LIGÈNCIA ARTIFICIAL (Pla 2009) |
