Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix

S. H. Rezatofighi; A. Roodaki; R. A. Zoroofi; R. Sharifian; H. Soltanian-Zadeh

doi:10.1109/ICOSP.2008.4697251

Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix

S. H. Rezatofighi, A. Roodaki, R. A. Zoroofi, R. Sharifian, H. Soltanian-Zadeh

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

3 Citations (Scopus)

Abstract

Many of diseases related to red blood cells can be diagnosed by analyzing the hematological images. The first step is to locate precisely the position of red blood cells. In this paper, a novel method based on polar transformation and run-length matrix is proposed for detecting red blood cells in hematological images. The multilayer perceptron was employed for classifying the feature vectors. This technique detected 3022 of the 3092 red blood cells existed in the images studied. The results illustrate capability of the proposed method for detecting red blood cells in hematological images.

Original language	English
Title of host publication	2008 9th International Conference on Signal Processing, ICSP 2008
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	806-809
Number of pages	4
ISBN (Print)	9781424421794
DOIs	https://doi.org/10.1109/ICOSP.2008.4697251
Publication status	Published - 8 Dec 2008
Externally published	Yes
Event	International Conference on Signal Processing 2008 - Beijing, China Duration: 26 Oct 2008 → 29 Oct 2008 Conference number: 9th

Conference

Conference	International Conference on Signal Processing 2008
Abbreviated title	ICSP 2008
Country/Territory	China
City	Beijing
Period	26/10/08 → 29/10/08

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10.1109/ICOSP.2008.4697251

Cite this

Rezatofighi, S. H., Roodaki, A., Zoroofi, R. A., Sharifian, R., & Soltanian-Zadeh, H. (2008). Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix. In 2008 9th International Conference on Signal Processing, ICSP 2008 (pp. 806-809). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICOSP.2008.4697251

@inproceedings{fa1bf8e8ebfa40b687fc5b2b456fb40d,

title = "Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix",

abstract = "Many of diseases related to red blood cells can be diagnosed by analyzing the hematological images. The first step is to locate precisely the position of red blood cells. In this paper, a novel method based on polar transformation and run-length matrix is proposed for detecting red blood cells in hematological images. The multilayer perceptron was employed for classifying the feature vectors. This technique detected 3022 of the 3092 red blood cells existed in the images studied. The results illustrate capability of the proposed method for detecting red blood cells in hematological images.",

author = "Rezatofighi, \{S. H.\} and A. Roodaki and Zoroofi, \{R. A.\} and R. Sharifian and H. Soltanian-Zadeh",

year = "2008",

month = dec,

day = "8",

doi = "10.1109/ICOSP.2008.4697251",

language = "English",

isbn = "9781424421794",

pages = "806--809",

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

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States of America",

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

}

Rezatofighi, SH, Roodaki, A, Zoroofi, RA, Sharifian, R & Soltanian-Zadeh, H 2008, Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix. in 2008 9th International Conference on Signal Processing, ICSP 2008. IEEE, Institute of Electrical and Electronics Engineers, pp. 806-809, International Conference on Signal Processing 2008, Beijing, China, 26/10/08. https://doi.org/10.1109/ICOSP.2008.4697251

Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix. / Rezatofighi, S. H.; Roodaki, A.; Zoroofi, R. A. et al.
2008 9th International Conference on Signal Processing, ICSP 2008. IEEE, Institute of Electrical and Electronics Engineers, 2008. p. 806-809.

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

TY - GEN

T1 - Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix

AU - Rezatofighi, S. H.

AU - Roodaki, A.

AU - Zoroofi, R. A.

AU - Sharifian, R.

AU - Soltanian-Zadeh, H.

N1 - Conference code: 9th

PY - 2008/12/8

Y1 - 2008/12/8

N2 - Many of diseases related to red blood cells can be diagnosed by analyzing the hematological images. The first step is to locate precisely the position of red blood cells. In this paper, a novel method based on polar transformation and run-length matrix is proposed for detecting red blood cells in hematological images. The multilayer perceptron was employed for classifying the feature vectors. This technique detected 3022 of the 3092 red blood cells existed in the images studied. The results illustrate capability of the proposed method for detecting red blood cells in hematological images.

AB - Many of diseases related to red blood cells can be diagnosed by analyzing the hematological images. The first step is to locate precisely the position of red blood cells. In this paper, a novel method based on polar transformation and run-length matrix is proposed for detecting red blood cells in hematological images. The multilayer perceptron was employed for classifying the feature vectors. This technique detected 3022 of the 3092 red blood cells existed in the images studied. The results illustrate capability of the proposed method for detecting red blood cells in hematological images.

UR - https://www.scopus.com/pages/publications/67249088494

U2 - 10.1109/ICOSP.2008.4697251

DO - 10.1109/ICOSP.2008.4697251

M3 - Conference Paper

AN - SCOPUS:67249088494

SN - 9781424421794

SP - 806

EP - 809

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

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - International Conference on Signal Processing 2008

Y2 - 26 October 2008 through 29 October 2008

ER -

Automatic detection of red blood cells in hematological images using polar transformation and run-length matrix

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