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ICASSP
2011
IEEE

MRF-based automatic image ordering and its application to mosaicing

9 years 8 months ago
MRF-based automatic image ordering and its application to mosaicing
A fast and robust auto-sorting method for image ordering based on Markov Random Fields (MRF) is proposed. We present a specific MRF model for the ordering problem and use pairwise phase correlation for the formulation. The MRF is inferred by a modified belief propagation (BP) method. Experimental results prove that the new method can reorder a disorganised collection of images without human input, prior information or restrictions, as just the first stage of a multistage mosaicing process, but also provides information that can be used to guide a mosaicing process in order to reduce both local mismatch and global error accumulation.
Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Mart
Added 20 Aug 2011
Updated 20 Aug 2011
Type Journal
Year 2011
Where ICASSP
Authors Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Martin, Paul L. Rosin
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