Feast: face and emotion analysis system for smart tablets

Verfasser / Beitragende:
[Abderrahim Benmohamed, Mohamed Neji, Messaoud Ramdani, Ali Wali, Adel Alimi]
Ort, Verlag, Jahr:
2015
Enthalten in:
Multimedia Tools and Applications, 74/21(2015-11-01), 9297-9322
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11042-014-2082-3  |2 doi 
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245 0 0 |a Feast: face and emotion analysis system for smart tablets  |h [Elektronische Daten]  |c [Abderrahim Benmohamed, Mohamed Neji, Messaoud Ramdani, Ali Wali, Adel Alimi] 
520 3 |a Face and emotion recognition is still an open and very challenging problem. This paper presents a system FEAST which is an intelligent control system of Smart Tablets. It involves manipulating user sessions to adapt the working environment to his emotional state. First, a face detection followed by face and emotion recognition is performed, then a profile change is made basing on the obtained results. The face detection is based on skin color and geometric moments and face recognition is done by merging two features spaces, namely, Zernike moments and EAR-LBP. A feature selection technique reducing the parameter space size is applied. The same parameters are used for the emotion recognition. 
540 |a Springer Science+Business Media New York, 2014 
690 7 |a Feature selection  |2 nationallicence 
690 7 |a Smart tablet  |2 nationallicence 
690 7 |a Face detection  |2 nationallicence 
690 7 |a Emotion recognition  |2 nationallicence 
700 1 |a Benmohamed  |D Abderrahim  |u Faculty of Science and Technique, Department of Informatique, Mohamed Cherif Messaadia University of Souk Ahras, 41000, Souk Ahras, Algeria  |4 aut 
700 1 |a Neji  |D Mohamed  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
700 1 |a Ramdani  |D Messaoud  |u Department of Electronics, Faculty of Engineering, Badji-Mokhtar Annaba University, P.O. Box 12, 23000, Annaba, Algeria  |4 aut 
700 1 |a Wali  |D Ali  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
700 1 |a Alimi  |D Adel  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
773 0 |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/21(2015-11-01), 9297-9322  |x 1380-7501  |q 74:21<9297  |1 2015  |2 74  |o 11042 
856 4 0 |u https://doi.org/10.1007/s11042-014-2082-3  |q text/html  |z Onlinezugriff via DOI 
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900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
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950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11042-014-2082-3  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Benmohamed  |D Abderrahim  |u Faculty of Science and Technique, Department of Informatique, Mohamed Cherif Messaadia University of Souk Ahras, 41000, Souk Ahras, Algeria  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Neji  |D Mohamed  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Ramdani  |D Messaoud  |u Department of Electronics, Faculty of Engineering, Badji-Mokhtar Annaba University, P.O. Box 12, 23000, Annaba, Algeria  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Wali  |D Ali  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Alimi  |D Adel  |u REGIM: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/21(2015-11-01), 9297-9322  |x 1380-7501  |q 74:21<9297  |1 2015  |2 74  |o 11042