- Tytuł:
- Top-view people counting in public transportation using Kinect
- Autorzy:
- Malawski, F.
- Powiązania:
- https://bibliotekanauki.pl/articles/115461.pdf
- Data publikacji:
- 2014
- Wydawca:
- Fundacja na Rzecz Młodych Naukowców
- Tematy:
-
people counting
Kinect
public transportation
liczenie ludzi
transport publiczny - Opis:
- This article describes a method for people counting in public transportation. In this particular scenario, various body poses corresponding to holding handrails must be accounted for. Kinect sensor mounted vertically has been employed to acquire a database of images of 1-5 persons, with and without body poses of holding a handrail. An algorithm has been devised for robust people counting, consisting of multiple steps. The handrails are removed by substituting an average image of the handrails from the image with persons holding a handrail. The image is then processed in blocks in order to find potential local maxima, which are subsequently verified to find head candidates. Finally, non-head objects are filtered out, based on the ratio of pixels with similar and near-zero value, in the neighbourhood of the maxima. The method has an average accuracy of 91% and has proved to handle well the handrails in the depth maps.
- Źródło:
-
Challenges of Modern Technology; 2014, 5, 4; 17-20
2082-2863
2353-4419 - Pojawia się w:
- Challenges of Modern Technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł