Naslov
Visual Peoplemeter: A Vision-based Television Audience Measurement System

Autori
Kuzmanić Skelin, Ana ; Grujić, Tamara ; Bonković, Mirjana

Izvornik
Advances in Electrical and Computer Engineering (1582-7445) 14 (2014), 4; 73-80

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
consumer behavior; machine vision; object detection; image motion analysis; video surveillance

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo

POVEZANOST RADA