Published in
2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
DOI: 10.1109/avss.2009.82
Links
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- Institute of Electrical and Electronics Engineers
- [www.researchgate.net] | PDF
- [www.researchgate.net] | PDF
- [citeseerx.ist.psu.edu] | PDF
- [www.ima.ge.cnr.it] | PDF
Tools
A Critical Assessment of 2D and 3D Face Recognition Algorithms
,
Corrado Pizzi,
Silvia Biasotti,
Michela Spagnuolo ,
Bianca Falcidieno,
Marco Corvi,
L. Usai,
L. Roncarolo,
Giovanni Garibotto,
Others
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Abstract
We present the results of a project aimed to evaluate 2D and 3D face recognition algorithms. In particular, we focused on the potentialities of 3D-based techniques to overcome typical limitations of 2D methods in non-controlled situations. According to the reference scenario of people identification at airport check points, we built a representative database on which we tested different face recognition algorithms. We implemented and tested an improved version of a well-known state-of-the-art 3D approach, and verified that on our dataset it performs better than a widely used commercial system.