Title: | Comparison of mean shift algorithms and evaluation of their stability |
Authors: | Šrubař, Štěpán Šurkala, Milan |
Citation: | WSCG ’2011: Poster Papers Proceedings: The 19th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision: University of West Bohemia, Plzen, Czech Republic, January 31 - February 3, 2011, p. 13-16. |
Issue Date: | 2011 |
Publisher: | Václav Skala - UNION Agency |
Document type: | konferenční příspěvek conferenceObject |
URI: | http://wscg.zcu.cz/WSCG2011/!_2011_WSCG_Poster_Papers.pdf http://hdl.handle.net/11025/406 |
ISBN: | 978-80-86943-81-7 |
Keywords: | segmentační algoritmy |
Keywords in different language: | mean shift;segmentation algorithms |
Abstract: | Mean Shift is an universal and robust segmentation algorithm used also for image segmentation. Implementation corresponding to definition is slow for real-time image processing, thus some faster variants were proposed. Speed and quality of the segmentation can be influenced by the variant of the algorithm as well as by setting its parameters. Modification of a parameter causes change of number of segments and their shape as well. By using segmentation evaluation algorithm, we analyze and present these changes for original and modified Mean Shift algorithms. Influence of noise is also studied. |
Rights: | © Václav Skala - UNION Agency |
Appears in Collections: | WSCG '2011: Poster Paper Proceedings |
Files in This Item:
File | Description | Size | Format | |
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Srubar_2011_WSCG_Poster_Papers.pdf | 302,58 kB | Adobe PDF | View/Open |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/406
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