Gray-scale image edge detection based on directional beamlet transform

Wang Min; Zhang Yanning

doi:10.1109/ICOSP.2008.4697326

Gray-scale image edge detection based on directional beamlet transform

Wang Min
, Zhang Yanning

School of Computer Science

Northwestern Polytechnical University Xian
Air Force Engineering University Xian

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

6 Scopus citations

Abstract

Traditional edge detectors based on pixel processing one by one have poor ability to detect edge in noisy images. The beamlet transform is a method of linear feature detection but fail to detect edge. The directional beamlet transform is proposed in this paper. The DBT transfer the linear singularity to point-singularity, and reduce the influence to edge of noise. Experiment results prove the efficiency of the method proposed even in noisy images.

Original language	English
Title of host publication	2008 9th International Conference on Signal Processing, ICSP 2008
Pages	1120-1123
Number of pages	4
DOIs	https://doi.org/10.1109/ICOSP.2008.4697326
State	Published - 2008
Event	2008 9th International Conference on Signal Processing, ICSP 2008 - Beijing, China Duration: 26 Oct 2008 → 29 Oct 2008

Publication series

Name	International Conference on Signal Processing Proceedings, ICSP

Conference

Conference	2008 9th International Conference on Signal Processing, ICSP 2008
Country/Territory	China
City	Beijing
Period	26/10/08 → 29/10/08

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10.1109/ICOSP.2008.4697326

Cite this

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title = "Gray-scale image edge detection based on directional beamlet transform",

abstract = "Traditional edge detectors based on pixel processing one by one have poor ability to detect edge in noisy images. The beamlet transform is a method of linear feature detection but fail to detect edge. The directional beamlet transform is proposed in this paper. The DBT transfer the linear singularity to point-singularity, and reduce the influence to edge of noise. Experiment results prove the efficiency of the method proposed even in noisy images.",

author = "Wang Min and Zhang Yanning",

year = "2008",

doi = "10.1109/ICOSP.2008.4697326",

language = "英语",

isbn = "9781424421794",

series = "International Conference on Signal Processing Proceedings, ICSP",

pages = "1120--1123",

booktitle = "2008 9th International Conference on Signal Processing, ICSP 2008",

note = "2008 9th International Conference on Signal Processing, ICSP 2008 ; Conference date: 26-10-2008 Through 29-10-2008",

}

Min, W & Yanning, Z 2008, Gray-scale image edge detection based on directional beamlet transform. in 2008 9th International Conference on Signal Processing, ICSP 2008., 4697326, International Conference on Signal Processing Proceedings, ICSP, pp. 1120-1123, 2008 9th International Conference on Signal Processing, ICSP 2008, Beijing, China, 26/10/08. https://doi.org/10.1109/ICOSP.2008.4697326

TY - GEN

T1 - Gray-scale image edge detection based on directional beamlet transform

AU - Min, Wang

AU - Yanning, Zhang

PY - 2008

Y1 - 2008

N2 - Traditional edge detectors based on pixel processing one by one have poor ability to detect edge in noisy images. The beamlet transform is a method of linear feature detection but fail to detect edge. The directional beamlet transform is proposed in this paper. The DBT transfer the linear singularity to point-singularity, and reduce the influence to edge of noise. Experiment results prove the efficiency of the method proposed even in noisy images.

AB - Traditional edge detectors based on pixel processing one by one have poor ability to detect edge in noisy images. The beamlet transform is a method of linear feature detection but fail to detect edge. The directional beamlet transform is proposed in this paper. The DBT transfer the linear singularity to point-singularity, and reduce the influence to edge of noise. Experiment results prove the efficiency of the method proposed even in noisy images.

UR - https://www.scopus.com/pages/publications/67249110826

U2 - 10.1109/ICOSP.2008.4697326

DO - 10.1109/ICOSP.2008.4697326

M3 - 会议稿件

AN - SCOPUS:67249110826

SN - 9781424421794

T3 - International Conference on Signal Processing Proceedings, ICSP

SP - 1120

EP - 1123

BT - 2008 9th International Conference on Signal Processing, ICSP 2008

T2 - 2008 9th International Conference on Signal Processing, ICSP 2008

Y2 - 26 October 2008 through 29 October 2008

ER -

Gray-scale image edge detection based on directional beamlet transform

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