Multi-Stage Region Merging for Image Segmentation

Brox, Thomas ; Farin, Dirk ; With, Peter H. N. de

Document Type: Conference or workshop publication
Year of publication: 2001
Book title: Proceedings of the 22nd Symposium on Information Theory and Communication in the Benelux : May 15 - 16, 2001, Enschede, The Netherlands
The title of a journal, publication series: Proceedings of the 22nd Symposium on Information Theory in the Benelux
Page range: 189-196
Publisher: Heideman, Geert H. L. M.
Place of publication: Enschede
Publishing house: Werkgemeenschap voor Informatie- en Communicatietheorie
ISBN: 90-365-1598-X
Publication language: English
Institution: School of Business Informatics and Mathematics > Praktische Informatik IV (Effelsberg 1989-2017)
Subject: 004 Computer science, internet
Abstract: The region-merging algorithm is a widely used segmentation technique for still-image segmentation. This paper evaluates the properties of several merging criteria when applied to real-world images. These criteria properties have been exploited to develop a novel algorithm, which is a multi-stage generalization of conventional region merging. The new algorithm uses a sequence of different criteria to achieve a semantically and subjectively superior segmentation result.

Dieser Eintrag ist Teil der Universitätsbibliographie.

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