EDCONTOURS: HIGH-SPEED PARAMETER-FREE CONTOUR DETECTON USING EDPF

Akinlar C., TOPAL C.

14th IEEE International Symposium on Multimedia (ISM), Irvine, İngiltere, 10 - 12 Aralık 2012, ss.153-156 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/ism.2012.37
  • Basıldığı Şehir: Irvine
  • Basıldığı Ülke: İngiltere
  • Sayfa Sayıları: ss.153-156
  • Anahtar Kelimeler: Contour detection, Scale-Space Analysis, Edge Drawing Parameter Free (EDPF), EDGE-DETECTION
  • Anadolu Üniversitesi Adresli: Evet

Özet

We present a high-speed contour detector, which we name EDContours, that works by running our real-time parameter-free edge segment detector, Edge Drawing Parameter Free (EDPF), at different scale-space representations of an image. Combining the edge segments detected by EDPF at different scales, EDContours generates a soft contour map for a given image. EDContours works on gray-scale images, is parameter-free, runs very fast, and results in an F-measure score of 0.62 on the Berkeley Segmentation Dataset (BSDS300).