Multi-view Facial Landmark Detector -- {PhD} Thesis Proposal

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00212092" target="_blank" >RIV/68407700:21230/13:00212092 - isvavai.cz</a>
Result on the web
<a href="http://cmp.felk.cvut.cz/pub/cmp/articles/uricar/Uricar-TR-2013-21.pdf" target="_blank" >http://cmp.felk.cvut.cz/pub/cmp/articles/uricar/Uricar-TR-2013-21.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Multi-view Facial Landmark Detector -- {PhD} Thesis Proposal
Original language description
In this report we outline recent works on the facial landmark detection. We categorize the work of others to three main groups. Namely, the local independent detectors, the global methods and the combined approaches. The emphasis is on the category of detectors using the pictorial structures, also known as deformable part models (DPM). Some papers, which are not dealing with the facial landmark detection directly but which still contain useful ideas are also mentioned. After the literature survey, we give an outline of our contributions to the topic of facial landmark detection. Namely, we summarize our work on the near-frontal detector and the work, which we did for speeding up the learning novel algorithms we proposed to speed up learning of this detector from fully annotated data. Finally, we identify the open issues arising in facial landmark detection based on the DPM. These open issues will serve as a direction for our future work towards the Ph.D. thesis.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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