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Clustering-based match propagation for image-based rendering from multiple images

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2 Author(s)
Jian Yao ; Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, China ; Wai-Kuen Cham

In this paper we propose a novel method for rendering a new view from multiple input images. A set of reliable pixel matches are initially selected and then propagated to neighboring pixels based on the piecewise smooth assumption in the spatial domain and the clustering-based photoconsistency constraint which is applied to handle pixel occlusion, partial pixel effects and lighting effects between images. Experimental results show that the proposed algorithm is promising and satisfactory.

Published in:

Image Processing, 2004. ICIP '04. 2004 International Conference on  (Volume:5 )

Date of Conference:

24-27 Oct. 2004