Title :
Fractured Surfaces Matching for Reassembling Broken Solids
Author :
Qunhui Li ; Mingquan Zhou ; Guohua Geng
Author_Institution :
Sch. of Inf. Sci. & Technol., Northwest Univ., Xi´an, China
Abstract :
A fractured surfaces matching algorithm for reassembling broken solids is proposed. the algorithm first defines point bumpiness based on integral invariants that is robust to noise. Using the bumpiness feature points are picked from fractured surface. Subsequently initial matching point pairs are obtained by comparing multi-scale integral invariants of feature points and outliers are discarded according to surface patches similarity based on compatibility constraint. Finally, a fast and efficient hierarchical greedy algorithm is employed to align the two fractured surfaces and measure if they are matched using surface distance. the algorithm is also suited for matching arbitrary surfaces which contain rich feature points.
Keywords :
feature extraction; fracture; greedy algorithms; image matching; integral equations; solid modelling; broken solids reassembling; bumpiness feature point; compatibility constraint; fractured surface matching algorithm; hierarchical greedy algorithm; matching point pairs; multiscale integral invariant; outlier; point bumpiness; surface distance; surface patches similarity; Computer vision; Educational institutions; Noise; Robustness; Shape; Solids; Surface cracks; bumpiness; compatibility constraint; fractured surfaces matching; hierarchical greedy algorithm; integral invariants;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
DOI :
10.1109/ISCID.2012.268