Stereo pair matching of archaeological scenes using phase domain methods

Alifragis, M; Tzafestas, CS

dc.contributor.author	Alifragis, M	en
dc.contributor.author	Tzafestas, CS	en
dc.date.accessioned	2014-03-01T02:46:32Z
dc.date.available	2014-03-01T02:46:32Z
dc.date.issued	2009	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/32701
dc.relation.uri	http://www.scopus.com/inward/record.url?eid=2-s2.0-67650551468&partnerID=40&md5=d8ac1341d65a817ea2f94572a7c0d97d	en
dc.relation.uri	http://www.informatik.uni-trier.de/~ley/db/conf/imagapp/imagapp2009.html#AlifragisT09	en
dc.subject	Monogenic signal	en
dc.subject	Phase congruency	en
dc.subject	SIFT keypoints	en
dc.subject	Stereo matching	en
dc.subject.other	Ancient Greeks	en
dc.subject.other	Classic techniques	en
dc.subject.other	Complex structure	en
dc.subject.other	Domain approach	en
dc.subject.other	Experimental studies	en
dc.subject.other	Feature detection and matching	en
dc.subject.other	Frequency domains	en
dc.subject.other	Image correspondence	en
dc.subject.other	Image preprocessing	en
dc.subject.other	Metric information	en
dc.subject.other	Monogenic filtering	en
dc.subject.other	Monogenic signal	en
dc.subject.other	New correlations	en
dc.subject.other	Phase congruency	en
dc.subject.other	Phase domain	en
dc.subject.other	SIFT keypoints	en
dc.subject.other	Stereo matching	en
dc.subject.other	Stereo pair	en
dc.subject.other	Three-dimensional model	en
dc.subject.other	Feature extraction	en
dc.subject.other	Frequency domain analysis	en
dc.title	Stereo pair matching of archaeological scenes using phase domain methods	en
heal.type	conferenceItem	en
heal.publicationDate	2009	en
heal.abstract	This paper conducts an experimental study on the application of some recent theories of image preprocessing and analysis in the frequency domain, particularly the phase congruency and monogenic filtering methods. Our goal was to examine the performance of such methods in a stereo matching problem setting, with photos of complicated scenes. Two objects were used: a scene of an ancient Greek temple of Acropolis and the out-side scene of the gate of an ancient theatre. Due to the complex structure of the photographed object, classic techniques used for feature detection and matching give poor results. The phase-domain approach follovved in this paper is based on the phase-congruency method for feature extraction, together with monogenic filtering and a new correlation measure in the frequency domain for image correspondence and stereo matching. Com-parative results show that the three-dimensional models of the scene computed when applying these phase domain methods are much more detailed and consistent as compared to the models obtained when using clas-sic approaches or the SIFT based techniques, which give poor depth representation and less accurate metric information.	en
heal.journalName	IMAGAPP 2009 - Proceedings of the 1st International Conference on Computer Imaging Theory and Applications	en
dc.identifier.spage	21	en
dc.identifier.epage	28	en