Dynamic texture segmentation using linear predictive coding
2011 7th Iranian Conference on Machine Vision and Image Processing, MVIP 2011, Tehran, İran, 16 - 17 Kasım 2011, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/iranianmvip.2011.6121592
- Basıldığı Şehir: Tehran
- Basıldığı Ülke: İran
- Anahtar Kelimeler: Linear predictive coding, Mixtures of dynamic texture, Segmentation, Spatial domain
- Atatürk Üniversitesi Adresli: Hayır
Özet
Dynamic textures are image sequences which contain spatial-varying and time varying phenomenon. There are many examples of visual patterns in the real-world scenes that are called dynamic textures. In this paper, we propose a novel analytical approach for segmentation of dynamic textures. The key idea is to exploit the properties of both frame texture and motion. In our approach, we employ linear predictive coding to extract special features from sequences of mixtures of dynamic texture. © 2011 IEEE.