TY - GEN
T1 - New frame rate up-conversion based on foreground/background segmentation
AU - Cekic, Mehmet Mutlu
AU - Bayazit, Ulug
PY - 2011
Y1 - 2011
N2 - 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. In typical motion compensated FRUC, motion vectors of existent frames are scaled to define the motion vectors of interpolated frames. In the proposed method, those pixels of an interpolated frame with no unidirectionally assigned motion vectors are assigned motion vectors by interpolation based on known motion vectors of their neighbors and their foreground or background identity. The proposed method significantly improves the video quality and yields better PSNR results than the methods of [1] and [2].
AB - 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. In typical motion compensated FRUC, motion vectors of existent frames are scaled to define the motion vectors of interpolated frames. In the proposed method, those pixels of an interpolated frame with no unidirectionally assigned motion vectors are assigned motion vectors by interpolation based on known motion vectors of their neighbors and their foreground or background identity. The proposed method significantly improves the video quality and yields better PSNR results than the methods of [1] and [2].
KW - background subtraction
KW - frame rate up-conversion
KW - motion vectors
KW - segmentation
UR - http://www.scopus.com/inward/record.url?scp=80155180496&partnerID=8YFLogxK
U2 - 10.1109/ICME.2011.6011853
DO - 10.1109/ICME.2011.6011853
M3 - Conference contribution
AN - SCOPUS:80155180496
SN - 9781612843490
T3 - Proceedings - IEEE International Conference on Multimedia and Expo
BT - Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011
T2 - 2011 12th IEEE International Conference on Multimedia and Expo, ICME 2011
Y2 - 11 July 2011 through 15 July 2011
ER -