Satu-Marja Mäkelä

20022019
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Research Output 2002 2019

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Article
2019

Unobtrusive assessment of stress of office workers via analysis of their motion trajectories

Vildjiounaite, E., Huotari, V., Kallio, J., Kyllönen, V., Mäkelä, S. M. & Gimel'farb, G., 1 Aug 2019, In : Pervasive and Mobile Computing. 58, 101028.

Research output: Contribution to journalArticleScientificpeer-review

Trajectories
Trajectory
Motion
Battery
Detector
2017
5 Citations (Scopus)

Unsupervised illness recognition via in-home monitoring by depth cameras

Vildjiounaite, E., Mäkelä, S-M., Keränen, T., Kyllönen, V., Huotari, V., Järvinen, S. & Gimelfarb, G., 1 Jul 2017, In : Pervasive and Mobile Computing. 38, Part 1, p. 166-187 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Camera
Cameras
Detector
Monitoring
Detectors
2012
3 Citations (Scopus)

Semi-supervised context adaptation: Case study of audience excitement recognition

Vildjiounaite, E., Kyllönen, V., Mäkelä, S-M., Vuorinen, O., Keränen, T., Peltola, J. & Gimel'farb, G., 2012, In : Multimedia Systems. 18, 3, p. 231-250 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Hidden Markov models
Classifiers
Sports
Labeling
Support vector machines
2011

Mainonta mobilisoituu - paikalliset mainokset löytävät tiensä käyttäjän mobiililaitteeseen

Mäkelä, S-M., 2011, In : GT-lehti. 1, p. 5-7

Research output: Contribution to journalArticleProfessional

2006
57 Citations (Scopus)

Soft biometrics-combining body weight and fat measurements with fingerprint biometrics

Ailisto, H., Vildjiounaite, E., Lindholm, M., Mäkelä, S. M. & Peltola, J., 1 Apr 2006, In : Pattern Recognition Letters. 27, 5, p. 325-334 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Biometrics
Oils and fats
Weighing
2003
89 Citations (Scopus)

Bayesian approach to sensor-based context awareness

Korpipää, P., Koskinen, M., Peltola, J., Mäkelä, S-M. & Seppänen, T., 2003, In : Personal and Ubiquitous Computing. 7, 2, p. 113-124 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Mobile devices
Sensors
Motion Picture Experts Group standards
Bayesian networks
Experiments