A Comparative Study of Robust Feature Detectors for 2D Electrophoresis Gel Image Registration
| dc.contributor.author | Möller, Birgit | |
| dc.contributor.author | Greß, Oliver | |
| dc.contributor.author | Posch, Stefan | |
| dc.contributor.editor | Beyer, Andreas | |
| dc.contributor.editor | Schroeder, Michael | |
| dc.date.accessioned | 2019-04-03T12:07:31Z | |
| dc.date.available | 2019-04-03T12:07:31Z | |
| dc.date.issued | 2008 | |
| dc.description.abstract | In 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.isbn | 978-3-88579-226-0 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/21210 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e. V. | |
| dc.relation.ispartof | German Conference on Bioinformatics | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-136 | |
| dc.title | A Comparative Study of Robust Feature Detectors for 2D Electrophoresis Gel Image Registration | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 147 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 138 | |
| gi.conference.date | 09.-12.09.2008 | |
| gi.conference.location | Dresden | |
| gi.conference.sessiontitle | Regular Research Papers |
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