EDContours: High-speed parameter-free contour detecton using EDPF

Cuneyt Akinlar; Cihan Topal

doi:10.1109/ISM.2012.37

EDContours: High-speed parameter-free contour detecton using EDPF

Cuneyt Akinlar^*, Cihan Topal

^*Corresponding author for this work

Anadolu University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

We present a high-speed contour detector, which we name EDContours, that works by running our real-time parameter-free edge segment detector, Edge Drawing Parameter Free (EDPF), at different scale-space representations of an image. Combining the edge segments detected by EDPF at different scales, EDContours generates a soft contour map for a given image. EDContours works on gray-scale images, is parameter-free, runs very fast, and results in an F-measure score of 0.62 on the Berkeley Segmentation Dataset (BSDS300).

Original language	English
Title of host publication	Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012
Pages	153-156
Number of pages	4
DOIs	https://doi.org/10.1109/ISM.2012.37
Publication status	Published - 2012
Externally published	Yes
Event	14th IEEE International Symposium on Multimedia, ISM 2012 - Irvine, CA, United States Duration: 10 Dec 2012 → 12 Dec 2012

Publication series

Name	Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012

Conference

Conference	14th IEEE International Symposium on Multimedia, ISM 2012
Country/Territory	United States
City	Irvine, CA
Period	10/12/12 → 12/12/12

Keywords

Contour detection
Edge Drawing Parameter Free (EDPF)
Scale-space analysis

Access to Document

10.1109/ISM.2012.37

Cite this

@inproceedings{75d5add0cd2e44bfb4205015351b14d4,

title = "EDContours: High-speed parameter-free contour detecton using EDPF",

abstract = "We present a high-speed contour detector, which we name EDContours, that works by running our real-time parameter-free edge segment detector, Edge Drawing Parameter Free (EDPF), at different scale-space representations of an image. Combining the edge segments detected by EDPF at different scales, EDContours generates a soft contour map for a given image. EDContours works on gray-scale images, is parameter-free, runs very fast, and results in an F-measure score of 0.62 on the Berkeley Segmentation Dataset (BSDS300).",

keywords = "Contour detection, Edge Drawing Parameter Free (EDPF), Scale-space analysis",

author = "Cuneyt Akinlar and Cihan Topal",

year = "2012",

doi = "10.1109/ISM.2012.37",

language = "English",

isbn = "9780769548753",

series = "Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012",

pages = "153--156",

booktitle = "Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012",

note = "14th IEEE International Symposium on Multimedia, ISM 2012 ; Conference date: 10-12-2012 Through 12-12-2012",

}

Akinlar, C & Topal, C 2012, EDContours: High-speed parameter-free contour detecton using EDPF. in Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012., 6424650, Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012, pp. 153-156, 14th IEEE International Symposium on Multimedia, ISM 2012, Irvine, CA, United States, 10/12/12. https://doi.org/10.1109/ISM.2012.37

EDContours: High-speed parameter-free contour detecton using EDPF. / Akinlar, Cuneyt; Topal, Cihan.
Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012. 2012. p. 153-156 6424650 (Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Akinlar, Cuneyt

AU - Topal, Cihan

PY - 2012

Y1 - 2012

N2 - We present a high-speed contour detector, which we name EDContours, that works by running our real-time parameter-free edge segment detector, Edge Drawing Parameter Free (EDPF), at different scale-space representations of an image. Combining the edge segments detected by EDPF at different scales, EDContours generates a soft contour map for a given image. EDContours works on gray-scale images, is parameter-free, runs very fast, and results in an F-measure score of 0.62 on the Berkeley Segmentation Dataset (BSDS300).

AB - We present a high-speed contour detector, which we name EDContours, that works by running our real-time parameter-free edge segment detector, Edge Drawing Parameter Free (EDPF), at different scale-space representations of an image. Combining the edge segments detected by EDPF at different scales, EDContours generates a soft contour map for a given image. EDContours works on gray-scale images, is parameter-free, runs very fast, and results in an F-measure score of 0.62 on the Berkeley Segmentation Dataset (BSDS300).

KW - Contour detection

KW - Edge Drawing Parameter Free (EDPF)

KW - Scale-space analysis

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M3 - Conference contribution

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BT - Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012

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EDContours: High-speed parameter-free contour detecton using EDPF

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Keywords

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