Depth-Based View Synthesis Using Pixel-level Image Inpainting

Shao-Ping Lu, Jan Hanca, Adrian Munteanu, Peter Schelkens

Onderzoeksoutput: Conference paper

12 Citaten (Scopus)

Samenvatting

Depth-based view synthesis can produce novel realistic images of a scene by view warping and image inpainting. This paper presents a depth-based view synthesis approach performing pixel-level image inpainting. The proposed approach provides great flexibility in pixel manipulation and prevents random effects in texture propagation. By analyzing the process generating image holes in view warping, we firstly classify such areas into simple holes and disocclusion areas. Based on depth information constraints and different strategies for random propagation, an approximate nearest-neighbor match based pixel-level inpainting is introduced to complete holes from the two classes. Experimental results demonstrate that the proposed view synthesis method can effectively produce smooth textures and reasonable structure propagation. The proposed depth-based pixel-level inpainting is well suitable to multi-view video and other higher dimensional view synthesis settings.
Originele taal-2English
Titel2013 18th International Conference on Digital Signal Processing
UitgeverijIEEE
Pagina's240-245
Aantal pagina's6
ISBN van elektronische versie978-1-4673-5805-7
ISBN van geprinte versie978-1-4673-5806-4
StatusPublished - 1 jul 2013
Evenement18th International Conference on Digital Signal Processing (DSP 2013) - Santorini, Greece
Duur: 1 jul 20133 jul 2013
http://dsp2013.dspconferences.org/

Publicatie series

NaamProceedings of the International Conference on Digital Signal Processing
UitgeverijIEEE
ISSN van geprinte versie1546-1874

Conference

Conference18th International Conference on Digital Signal Processing (DSP 2013)
LandGreece
StadSantorini
Periode1/07/133/07/13
Internet adres

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