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http://hdl.handle.net/2445/131064
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DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Radeva, Petia | - |
dc.contributor.author | Ferrà Marcús, Aina | - |
dc.date.accessioned | 2019-03-29T12:04:48Z | - |
dc.date.available | 2019-03-29T12:04:48Z | - |
dc.date.issued | 2018-06-27 | - |
dc.identifier.uri | http://hdl.handle.net/2445/131064 | - |
dc.description | Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2018, Director: Petia Radeva, | ca |
dc.description.abstract | [en] Wavelets are mathematical functions that are currently used in many computer vision problems, such as image denoising or image compression. In this work, first we will study all the basic theory about wavelets, in order to understand them and build a basic knowledge that allows us to develop another application. For such purpose, we propose two pooling methods based on wavelets: one based on simple wavelet basis and one that combines two basis working in parallel. We will test them and show that they can be used at the same level of performance as max and average pooling. | ca |
dc.format.extent | 42 p. | - |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | ca |
dc.rights | memòria: cc-by-nc-sa (c) Aina Ferrà Marcús, 2018 | - |
dc.rights | codi: GPL (c) Aina Ferrà Marcús, 2018 | - |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.rights.uri | http://www.gnu.org/licenses/gpl-3.0.ca.html | * |
dc.source | Treballs Finals de Grau (TFG) - Enginyeria Informàtica | - |
dc.subject.classification | Ondetes (Matemàtica) | ca |
dc.subject.classification | Visió per ordinador | ca |
dc.subject.classification | Programari | ca |
dc.subject.classification | Treballs de fi de grau | ca |
dc.subject.classification | Processament d'imatges | ca |
dc.subject.classification | Xarxes neuronals (Informàtica) | ca |
dc.subject.other | Wavelets (Mathematics) | en |
dc.subject.other | Computer vision | en |
dc.subject.other | Computer software | en |
dc.subject.other | Image processing | en |
dc.subject.other | Neural networks (Computer science) | en |
dc.subject.other | Bachelor's theses | en |
dc.title | Wavelet pooling for convolutional neural networks | ca |
dc.type | info:eu-repo/semantics/bachelorThesis | ca |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca |
Appears in Collections: | Programari - Treballs de l'alumnat Treballs Finals de Grau (TFG) - Enginyeria Informàtica |
Files in This Item:
File | Description | Size | Format | |
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codi_font.zip | Codi font | 977.56 kB | zip | View/Open |
memoria.pdf | Memòria | 2.06 MB | Adobe PDF | View/Open |
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