Title | ||
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Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. |
Abstract | ||
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A new morphological operator, namely RORPO (Ranking Orientation Responses of Path Operators), was recently introduced as a semi-global, morphological alternative to the local, Hessian-based operators for thin structure filtering in 3D images. In this context, a previous study has already provided experimental proof of its relevance by comparison to such differential operators. In this article, we present a methodological study of RORPO, which completes the presentation of this new morphological filter. In particular, we expose the motivations of RORPO with respect to previous morphological strategies; we present algorithmic developments of this filter and the underlying robust path operator; and we discuss computational issues related to parametricity and time efficiency. We conclude this study by a discussion on the methodological and applicative potentiality of RORPO in various fields of image processing and analysis. |
Year | DOI | Venue |
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2015 | 10.1007/978-3-319-18720-4_53 | Lecture Notes in Computer Science |
Keywords | Field | DocType |
Antiextensive filtering,Robust path openings,Thin structure detection,3D grey-level imaging,Vesselness | Algorithmics,Ranking,Computer science,Parallel computing,Hessian matrix,Filter (signal processing),Image processing,Theoretical computer science,Differential operator,Operator (computer programming),Artificial intelligence,Parametricity | Conference |
Volume | ISSN | Citations |
9082 | 0302-9743 | 4 |
PageRank | References | Authors |
0.40 | 23 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Odyssée Merveille | 1 | 19 | 3.00 |
Hugues Talbot | 2 | 871 | 80.69 |
Laurent Najman | 3 | 2365 | 172.20 |
Nicolas Passat | 4 | 469 | 46.22 |