Fingerprint recognition using CNNs: Fingerprint preprocessing

Qun Gao; Philipp Forster; Karl R. Mobus; George S. Moschytz

doi:10.1109/iscas.2001.921340

Fingerprint recognition using CNNs: Fingerprint preprocessing

Qun Gao, Philipp Forster, Karl R. Mobus, George S. Moschytz

Swiss Federal Institute of Technology Zurich

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

22 Scopus citations

Abstract

Image preprocessing is an important step in the area of image processing and pattern recognition. In this paper we present a CNN image preprocessing algorithm which is especially suited for fingerprint recognition. It is applied to real gray-scale noisy fingerprints. The results demonstrate the advantage of the proposed algorithm.

Original language	English
Title of host publication	ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings
Pages	433-436
Number of pages	4
DOIs	https://doi.org/10.1109/iscas.2001.921340
State	Published - 2001
Externally published	Yes
Event	2001 IEEE International Symposium on Circuits and Systems, ISCAS 2001 - Sydney, NSW, Australia Duration: 6 May 2001 → 9 May 2001

Publication series

Name	ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings
Volume	3

Conference

Conference	2001 IEEE International Symposium on Circuits and Systems, ISCAS 2001
Country/Territory	Australia
City	Sydney, NSW
Period	6/05/01 → 9/05/01

Access to Document

10.1109/iscas.2001.921340

Cite this

Gao, Q., Forster, P., Mobus, K. R., & Moschytz, G. S. (2001). Fingerprint recognition using CNNs: Fingerprint preprocessing. In ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings (pp. 433-436). Article 921340 (ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings; Vol. 3). https://doi.org/10.1109/iscas.2001.921340

@inproceedings{df3567fd2c974c00b5cf5be7612f9dbf,

title = "Fingerprint recognition using CNNs: Fingerprint preprocessing",

abstract = "Image preprocessing is an important step in the area of image processing and pattern recognition. In this paper we present a CNN image preprocessing algorithm which is especially suited for fingerprint recognition. It is applied to real gray-scale noisy fingerprints. The results demonstrate the advantage of the proposed algorithm.",

author = "Qun Gao and Philipp Forster and Mobus, {Karl R.} and Moschytz, {George S.}",

year = "2001",

doi = "10.1109/iscas.2001.921340",

language = "אנגלית",

isbn = "0780366859",

series = "ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings",

pages = "433--436",

booktitle = "ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings",

note = "2001 IEEE International Symposium on Circuits and Systems, ISCAS 2001 ; Conference date: 06-05-2001 Through 09-05-2001",

}

Gao, Q, Forster, P, Mobus, KR & Moschytz, GS 2001, Fingerprint recognition using CNNs: Fingerprint preprocessing. in ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings., 921340, ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings, vol. 3, pp. 433-436, 2001 IEEE International Symposium on Circuits and Systems, ISCAS 2001, Sydney, NSW, Australia, 6/05/01. https://doi.org/10.1109/iscas.2001.921340

Fingerprint recognition using CNNs: Fingerprint preprocessing. / Gao, Qun; Forster, Philipp; Mobus, Karl R. et al.
ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings. 2001. p. 433-436 921340 (ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings; Vol. 3).

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

TY - GEN

T1 - Fingerprint recognition using CNNs

T2 - 2001 IEEE International Symposium on Circuits and Systems, ISCAS 2001

AU - Gao, Qun

AU - Forster, Philipp

AU - Mobus, Karl R.

AU - Moschytz, George S.

PY - 2001

Y1 - 2001

N2 - Image preprocessing is an important step in the area of image processing and pattern recognition. In this paper we present a CNN image preprocessing algorithm which is especially suited for fingerprint recognition. It is applied to real gray-scale noisy fingerprints. The results demonstrate the advantage of the proposed algorithm.

AB - Image preprocessing is an important step in the area of image processing and pattern recognition. In this paper we present a CNN image preprocessing algorithm which is especially suited for fingerprint recognition. It is applied to real gray-scale noisy fingerprints. The results demonstrate the advantage of the proposed algorithm.

UR - http://www.scopus.com/inward/record.url?scp=0035008237&partnerID=8YFLogxK

U2 - 10.1109/iscas.2001.921340

DO - 10.1109/iscas.2001.921340

M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???

AN - SCOPUS:0035008237

SN - 0780366859

SN - 9780780366855

T3 - ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings

SP - 433

EP - 436

BT - ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings

Y2 - 6 May 2001 through 9 May 2001

ER -

Fingerprint recognition using CNNs: Fingerprint preprocessing

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this