Face hallucination with application in far distance face recognition
In this thesis, faces captured in far distances are investigated. Face enhancement algorithms are studied. Hallucinating faces in holistic model and patch-based model are analysed respectively. The advantages and disadvantages of both models are discussed. An innovative holistic model and patch-base...
| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
Curtin University
2014
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| Online Access: | http://hdl.handle.net/20.500.11937/1931 |
| _version_ | 1848743810028273664 |
|---|---|
| author | Xu, Xiang |
| author_facet | Xu, Xiang |
| author_sort | Xu, Xiang |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this thesis, faces captured in far distances are investigated. Face enhancement algorithms are studied. Hallucinating faces in holistic model and patch-based model are analysed respectively. The advantages and disadvantages of both models are discussed. An innovative holistic model and patch-based model are proposed separately. More investigation in practical surveillance environments are carried. And a new far face recognition model is proposed. Experiments demonstrate the improvement of proposed approaches. |
| first_indexed | 2025-11-14T05:51:29Z |
| format | Thesis |
| id | curtin-20.500.11937-1931 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T05:51:29Z |
| publishDate | 2014 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-19312017-02-20T06:39:01Z Face hallucination with application in far distance face recognition Xu, Xiang In this thesis, faces captured in far distances are investigated. Face enhancement algorithms are studied. Hallucinating faces in holistic model and patch-based model are analysed respectively. The advantages and disadvantages of both models are discussed. An innovative holistic model and patch-based model are proposed separately. More investigation in practical surveillance environments are carried. And a new far face recognition model is proposed. Experiments demonstrate the improvement of proposed approaches. 2014 Thesis http://hdl.handle.net/20.500.11937/1931 en Curtin University fulltext |
| spellingShingle | Xu, Xiang Face hallucination with application in far distance face recognition |
| title | Face hallucination with application in far distance face recognition |
| title_full | Face hallucination with application in far distance face recognition |
| title_fullStr | Face hallucination with application in far distance face recognition |
| title_full_unstemmed | Face hallucination with application in far distance face recognition |
| title_short | Face hallucination with application in far distance face recognition |
| title_sort | face hallucination with application in far distance face recognition |
| url | http://hdl.handle.net/20.500.11937/1931 |