Please use this identifier to cite or link to this item:
https://hdl.handle.net/10316/95693
DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Chen, Qing | - |
dc.contributor.advisor | Yang, Zhouwang | - |
dc.contributor.author | Ul Rahman, Jamshaid | - |
dc.date.accessioned | 2021-09-06T11:16:32Z | - |
dc.date.available | 2021-09-06T11:16:32Z | - |
dc.date.issued | 2020-05 | - |
dc.identifier.uri | https://hdl.handle.net/10316/95693 | - |
dc.description | Documentos apresentados no âmbito do reconhecimento de graus e diplomas estrangeiros | por |
dc.description.abstract | After the development of Deepface and DeepID methods in 2014, deep learning methods for image recognition has dramatically improved the state-of-the-art performance on Deep Convolutional Neural Networks (DCNNs) and reshaped the research landscape of image processing and data analysis. In spite of rapid improvement in deep learning algorithms, it still has various challenges like adjustment of appropriate loss function and optimization strategy to handle large scale problems in many computer vision applications including Face Recognition (FR) and Handwritten Digit Recognition (HDR). This thesis focus on these challenges and their better solution. | pt |
dc.language.iso | eng | pt |
dc.rights | openAccess | pt |
dc.subject | Additive Parameter | pt |
dc.subject | Angular Margin | pt |
dc.subject | Deep Convolutional Neural Networks | pt |
dc.subject | Image Recognition | pt |
dc.subject | Softmax Loss | pt |
dc.title | A Study on Angular Softmax | pt |
dc.type | doctoralThesis | pt |
degois.publication.location | University of Science and Technology of China | pt |
dc.date.embargo | 2020-05-01 | * |
uc.rechabilitacaoestrangeira | yes | pt |
uc.date.periodoEmbargo | 0 | pt |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.openairetype | doctoralThesis | - |
item.cerifentitytype | Publications | - |
item.grantfulltext | open | - |
item.fulltext | Com Texto completo | - |
item.languageiso639-1 | en | - |
Appears in Collections: | UC - Reconhecimento de graus e diplomas estrangeiros |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Thesis-jamshaid.pdf | Tese | 8.72 MB | Adobe PDF | View/Open |
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