Visual Peoplemeter: A Vision-based Television Audience Measurement System (CROSBI ID 213066)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Kuzmanić Skelin, Ana ; Grujić, Tamara ; Bonković, Mirjana
engleski
Visual Peoplemeter: A Vision-based Television Audience Measurement System
Visual peoplemeter is a vision-based measurement system that objectively evaluates the attentive behavior for TV audience rating, thus offering solution to some of drawbacks of current manual logging peoplemeters. In this paper, some limitations of current audience measurement system are reviewed and a novel vision-based system aiming at passive metering of viewers is prototyped. The system uses camera mounted on a television as a sensing modality and applies advanced computer vision algorithms to detect and track a person, and to recognize attentional states. Feasibility of the system is evaluated on a secondary dataset. The results show that the proposed system can analyze viewer's attentive behavior, therefore enabling passive estimates of relevant audience measurement categories.
consumer behavior; machine vision; object detection; image motion analysis; video surveillance
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Podaci o izdanju
14 (4)
2014.
73-80
objavljeno
1582-7445
10.4316/AECE.2014.04011
Povezanost rada
Elektrotehnika, Računarstvo