3D cow identification in cattle farms Inek çiftliklerindeki hayvanlarin 3b kimlik saptamasi
2014 22nd Signal Processing and Communications Applications Conference, SIU 2014, Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1347-1350, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/siu.2014.6830487
- Basıldığı Şehir: Trabzon
- Basıldığı Ülke: Türkiye
- Sayfa Sayıları: ss.1347-1350
- Anahtar Kelimeler: 3D, cattle, farm, identification, Kinect
- Boğaziçi Üniversitesi Adresli: Evet
Özet
The increased consumption of the society necessiates increased use of automation in larger animal farms which require new monitoring and tracking systems in order to observe the general health and instantaneous state of the herds. In this paper, we propose a Kinect based system, that is capable of identifying individual animals in a cattle farm from their 3D visual appearences. Since the proposed solution depends only on the shape information, animals with the same color are recognized successfully even in poor lighting conditions. Furthermore, as no markers or external devices such as tags are utilized, the natural behavior of the animals is affected in a minimal way. © 2014 IEEE.