New frame rate up-conversion based on foreground/background segmentation

Mehmet Mutlu Cekic*, Ulug Bayazit

*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

Frame rate up-conversion (FRUC) increases the quality of a video by increasing its temporal frequency. Motion compensated and non-motion compensated frame rate up conversion techniques make up the two main classes of techniques used in this area. Halo artifacts and jaggy edges cause the quality of video to be reduced both subjectively and objectively in these techniques. In this paper, we introduce a new method of motion compensated FRUC that uses foreground background segmentation to address these problems. It checks up the neighbors of gap pixels and deciding which neighbors should be used to interpolate or extrapolate according to their foreground or background identity. The current work reduces block artifacts by scaling motion vectors of existent frames to motion vectors of interpolated frames by using the foreground/background segmentation information. The proposed method improves the quality of video and obtains better PSNR results than the proposed methods of [9], [13] and [14].

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıIEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIMSIVP 2011
Ana bilgisayar yayını alt yazısı2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing
Sayfalar67-70
Sayfa sayısı4
DOI'lar
Yayın durumuYayınlandı - 2011
EtkinlikSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing, CIMSIVP 2011 - Paris, France
Süre: 11 Nis 201115 Nis 2011

Yayın serisi

AdıIEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIMSIVP 2011: 2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing

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???event.eventtypes.event.conference???Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing, CIMSIVP 2011
Ülke/BölgeFrance
ŞehirParis
Periyot11/04/1115/04/11

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