A spatiotemporal algorithm for detection and restoration of defects in old color films

DİZDAROĞLU B., GANGAL A.

9th International Conference on Advanced Concepts for Intelligent Vision Systems, Delft, Hollanda, 28 - 31 Ağustos 2007, cilt.4678, ss.509-520 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 4678
  • Basıldığı Şehir: Delft
  • Basıldığı Ülke: Hollanda
  • Sayfa Sayıları: ss.509-520
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

A spatiotemporal method is presented for detection and concealment of local defects such as blotches in old color films. Initially, non-local means (NL-means) method which does not require motion estimation is used for noise removal in image sequences. Later, the motion vectors that are incorrectly estimated within defect regions are repaired by taking account of the temporal continuity of motion trajectory. The defects in films are detected by spike detection index (SDI) method, which are easily adapted to color image sequences. Finally, the proposed inpainting algorithm fills in detected defect regions, which is not required to estimate true motion like other approaches. The method is presented on synthetic and real image sequences, and efficient concealment results are obtained.