Retinal vessel segmentation using ensemble classifier of bagged decision trees

M. M. Fraz; P. Remagnino; A. Hoppe; B. Uyyanonvara; A. Rudnicka; C. G. Owen; S. A. Barman

doi:10.1049/cp.2012.0458

Retinal vessel segmentation using ensemble classifier of bagged decision trees

M. M. Fraz
, P. Remagnino
, A. Hoppe
, B. Uyyanonvara
, A. Rudnicka
, C. G. Owen
, S. A. Barman

Kingston University
Thammasat University
City St George's, University of London

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

Original language	English
Title of host publication	This paper was published in IET Conference on Image Processing (IPR 2012).
Publisher	IEE
DOIs	https://doi.org/10.1049/cp.2012.0458
Publication status	Published - Jul 2012

Bibliographical note

Note: This paper was published in IET Conference on Image Processing (IPR 2012).

Keywords

retinal vessel segmentation
ensemble classifier
bagged decision trees
supervised method
blood vessel segmentation
retinal images
boot strapped decision trees
feature vector
gradient vector field
orientation analysis
morphological linear transformation
line strength measures
Gabor filter responses
pathological retinal image
DRIVE databases
STARE databases
automated retinal image analysis
Computer science and informatics

Access to Document

10.1049/cp.2012.0458

https://dx.doi.org/10.1049/cp.2012.0458

Retinal vessel segmentation using ensemble classifier of bagged decision trees
Fraz, M. M., Remagnino, P., Hoppe, A., Uyyanonvara, B., Rudnicka, A., Owen, C. G. & Barman, S. A., Jul 2012.
Research output: Contribution to conference › Paper › peer-review

Cite this

@inproceedings{f97f78c721d44ce483b1a9928fe2076c,

title = "Retinal vessel segmentation using ensemble classifier of bagged decision trees",

keywords = "retinal vessel segmentation, ensemble classifier, bagged decision trees, supervised method, blood vessel segmentation, retinal images, boot strapped decision trees, feature vector, gradient vector field, orientation analysis, morphological linear transformation, line strength measures, Gabor filter responses, pathological retinal image, DRIVE databases, STARE databases, automated retinal image analysis, Computer science and informatics",

author = "Fraz, \{M. M.\} and P. Remagnino and A. Hoppe and B. Uyyanonvara and A. Rudnicka and Owen, \{C. G.\} and Barman, \{S. A.\}",

note = "Note: This paper was published in IET Conference on Image Processing (IPR 2012).",

year = "2012",

month = jul,

doi = "10.1049/cp.2012.0458",

language = "English",

booktitle = "This paper was published in IET Conference on Image Processing (IPR 2012).",

publisher = "IEE",

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T1 - Retinal vessel segmentation using ensemble classifier of bagged decision trees

AU - Fraz, M. M.

AU - Remagnino, P.

AU - Hoppe, A.

AU - Uyyanonvara, B.

AU - Rudnicka, A.

AU - Owen, C. G.

AU - Barman, S. A.

N1 - Note: This paper was published in IET Conference on Image Processing (IPR 2012).

PY - 2012/7

Y1 - 2012/7

KW - retinal vessel segmentation

KW - ensemble classifier

KW - bagged decision trees

KW - supervised method

KW - blood vessel segmentation

KW - retinal images

KW - boot strapped decision trees

KW - feature vector

KW - gradient vector field

KW - orientation analysis

KW - morphological linear transformation

KW - line strength measures

KW - Gabor filter responses

KW - pathological retinal image

KW - DRIVE databases

KW - STARE databases

KW - automated retinal image analysis

KW - Computer science and informatics

U2 - 10.1049/cp.2012.0458

DO - 10.1049/cp.2012.0458

M3 - Conference contribution

BT - This paper was published in IET Conference on Image Processing (IPR 2012).

PB - IEE

ER -