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Image stitching, color correction and superresolution of a video sequence for dermatological analysis

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dc.contributor Balocco, Simone
dc.creator Ortega Garcia, Pau
dc.date 2018-02-01T09:09:44Z
dc.date 2018-02-01T09:09:44Z
dc.date 2017-06-22
dc.date.accessioned 2024-12-16T10:26:06Z
dc.date.available 2024-12-16T10:26:06Z
dc.identifier http://hdl.handle.net/2445/119477
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/20542
dc.description Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2017, Director: Simone Balocco
dc.description Skin cancer is the most common cancer on humans, some kinds of skin cancer can be deadly if not addressed correctly and in time. The diagnosis is usually stated based on the appearance of the lesions in the skin. This paper describes how to apply stitching techniques to images extracted from a video acquired with a smartphone. The method has been implemented in Matlab, and it has as objective to obtain a panoramic image of the patient skin. The goal of this project is to overcome to the resolution limitation of a typical smartphone, by applying super-resolution and colour correction techniques. The quality of the result is measured qualitatively using different methods at the merging of the images. The use of VLFeat library is required to develop and follow the steps explained in this paper, the compilation of this library and how to address any error in the installation process. The panoramic image does not provide any diagnosis of the illness but is meant as a pre-processing step for an automatic tool aimed at helping the dermatologist to diagnose skin cancer.
dc.format 53 p.
dc.format application/pdf
dc.language eng
dc.rights memòria: cc-by-nc-sa (c) Pau Ortega Garcia, 2017
dc.rights codi: GPL (c) Pau Ortega Garcia, 2017
dc.rights http://creativecommons.org/licenses/by-sa/3.0/es
dc.rights http://www.gnu.org/licenses/gpl-3.0.ca.html
dc.rights info:eu-repo/semantics/openAccess
dc.source Treballs Finals de Grau (TFG) - Enginyeria Informàtica
dc.subject Càncer de pell
dc.subject Diagnòstic per la imatge
dc.subject Programari
dc.subject Treballs de fi de grau
dc.subject Processament digital d'imatges
dc.subject Skin cancer
dc.subject Diagnostic imaging
dc.subject Computer software
dc.subject Bachelor's theses
dc.subject Digital image processing
dc.title Image stitching, color correction and superresolution of a video sequence for dermatological analysis
dc.type info:eu-repo/semantics/bachelorThesis


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