Selective data pruning-based compression using high-order edge-directed interpolation

This paper proposes a selective data pruning-based compression scheme to improve the rate-distortion relation of compressed images and video sequences. The original frames are pruned to a smaller size before compression. After decoding, they are interpolated back to their original size by an edge-di...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 19(2010), 2 vom: 19. Feb., Seite 399-409
1. Verfasser: Võ, Dũng T (VerfasserIn)
Weitere Verfasser: Solé, Joel, Yin, Peng, Gomila, Cristina, Nguyen, Truong Q
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2010
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't
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520 |a This paper proposes a selective data pruning-based compression scheme to improve the rate-distortion relation of compressed images and video sequences. The original frames are pruned to a smaller size before compression. After decoding, they are interpolated back to their original size by an edge-directed interpolation method. The data pruning phase is optimized to obtain the minimal distortion in the interpolation phase. Furthermore, a novel high-order interpolation is proposed to adapt the interpolation to several edge directions in the current frame. This high-order filtering uses more surrounding pixels in the frame than the fourth-order edge-directed method and it is more robust. The algorithm is also considered for multiframe-based interpolation by using spatio-temporally surrounding pixels coming from the previous frame. Simulation results are shown for both image interpolation and coding applications to validate the effectiveness of the proposed methods 
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700 1 |a Solé, Joel  |e verfasserin  |4 aut 
700 1 |a Yin, Peng  |e verfasserin  |4 aut 
700 1 |a Gomila, Cristina  |e verfasserin  |4 aut 
700 1 |a Nguyen, Truong Q  |e verfasserin  |4 aut 
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