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A Comparative Study of Robust Feature Detectors for 2D Electrophoresis Gel Image Registration

dc.contributor.authorMöller, Birgit
dc.contributor.authorGreß, Oliver
dc.contributor.authorPosch, Stefan
dc.contributor.editorBeyer, Andreas
dc.contributor.editorSchroeder, Michael
dc.date.accessioned2019-04-03T12:07:31Z
dc.date.available2019-04-03T12:07:31Z
dc.date.issued2008
dc.description.abstractIn this study we consider the performance of different feature detectors used as the basis for the registration of images from two-dimensional gel electrophoresis. These are three spot detectors also used to identify proteins, and two domain inde- pendent keypoint detectors. We conduct a case study with images from a publically available data set which are synthetically distorted using thin plate splines. The per- formance is assessed by the repeatability score, the probability of an image structure to be detected in original and distorted images with reasonable localization accuracy.en
dc.identifier.isbn978-3-88579-226-0
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/21210
dc.language.isoen
dc.publisherGesellschaft für Informatik e. V.
dc.relation.ispartofGerman Conference on Bioinformatics
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-136
dc.titleA Comparative Study of Robust Feature Detectors for 2D Electrophoresis Gel Image Registrationen
dc.typeText/Conference Paper
gi.citation.endPage147
gi.citation.publisherPlaceBonn
gi.citation.startPage138
gi.conference.date09.-12.09.2008
gi.conference.locationDresden
gi.conference.sessiontitleRegular Research Papers

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