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  • Raymond N.J. Veldhuis
2020

A High-Quality Finger Vein Dataset Collected Using a Custom-Designed Capture Device

Veldhuis, R., Spreeuwers, L., Ton, B. & Rozendal, S., 1 Jan 2020, Handbook of Vascular Biometrics. Uhl, A., Busch, C., Marcel, S. & Veldhuis, R. (eds.). Springer, p. 63-75 13 p. (Advances in Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Open Access
File
19 Downloads (Pure)

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Zheng, S., Guo, J., Cui, X., Veldhuis, R. N. J., Oudkerk, M. & Van Ooijen, P. M. A., Mar 2020, In : IEEE transactions on medical imaging. 39, 3, p. 797-805 9 p., 8801875.

Research output: Contribution to journalArticleAcademicpeer-review

Handbook of Vascular Biometrics

Uhl, A. (ed.), Busch, C. (ed.), Marcel, S. (ed.) & Veldhuis, R. N. J. (ed.), 2020, Cham, Switzerland: Springer. 533 p. (Advances in Computer Vision and Pattern Recognition; vol. 79, no. 4205)

Research output: Book/ReportBookAcademic

Open Access
File
304 Downloads (Pure)

Preface

Uhl, A., Busch, C., Marcel, S. & Veldhuis, R., 1 Jan 2020, Handbook of Vascular Biometrics. Uhl, A., Busch, C., Marcel, S. & Veldhuis, R. (eds.). Springer, p. ix-xiv (Advances in Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access
File
14 Downloads (Pure)
2019

Combined training strategy for low-resolution face recognition with limited application-specific data

Zeng, D., Spreeuwers, L., Veldhuis, R. & Zhao, Q., 9 Sep 2019, In : IET Image Processing. 13, 10, p. 1790-1796 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
7 Downloads (Pure)

Finger-vein Pattern Recognition Based on ICP on Contours

Normakristagaluh, P., Spreeuwers, L. & Veldhuis, R. N. J., 28 May 2019, 2019 Symposium on Information Theory and Signal Processing in the Benelux. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Katholieke Universiteit Leuven, p. 97-101 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
20 Downloads (Pure)

Likelihood Ratio based Loss to finetune CNNs for Very Low Resolution Face Verification

Zeng, D., Veldhuis, R., Spreeuwers, L. & Zhao, Q., Jun 2019, 2019 International Conference on Biometrics, ICB 2019. Piscataway, NJ: IEEE, 8987249. (International Conference on Biometrics, ICB; vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Likelihood Ratio based Loss to fine tune CNNs for Very Low Resolution Face Verification

Zeng, D., Veldhuis, R. N. J., Spreeuwers, L. & Zhao, Q., 5 Jun 2019, The 12th IAPR International Conference on Biometrics (ICB 2019). Nixon, M. & Flynn, P. J. (eds.). p. 1 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Low-resolution face recognition and the importance of proper alignment

Peng, Y., Spreeuwers, L. & Veldhuis, R. N. J., 17 Jun 2019, In : IET biometrics. 8, 4, p. 267-276 10 p., 18726042.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
3 Downloads (Pure)

Mind the Gap: A practical framework for classifiers in a forensic context

Zeinstra, C., Meuwly, D., Veldhuis, R. & Spreeuwers, L., 25 Apr 2019, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018. Piscataway, NJ: IEEE, 8698583. (IEEE nternational Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
14 Downloads (Pure)

Morphed Face Detection Based on Deep Color Residual Noise

Venkatesh, S., Ramachandra, R., Raja, K., Spreeuwers, L., Veldhuis, R. & Busch, C., Nov 2019, 2019 9th International Conference on Image Processing Theory, Tools and Applications, IPTA 2019. Piscataway, NJ: IEEE, 8936088. (International Conference on Image Processing Theory, Tools and Applications (IPTA); vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Multi-Resolution Face Recognition: The Behaviors of Local Binary Pattern at Different Frequency Bands

Lestriandoko, N. H., Spreeuwers, L. & Veldhuis, R., 28 May 2019, Proceedings of the 2019 Symposium on Information Theory and Signal Processing in the Benelux: May 28-29 2019, KU Leuven, Technologiecampus Gent, Belgium. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 63-70 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
17 Downloads (Pure)

Semiparametric Likelihood-ratio-based Biometric Score Level Fusion via Parametric Copula

Susyanto, N., Veldhuis, R. N. J., Spreeuwers, L. & Klaassen, C., 1 Jul 2019, In : IET biometrics. 8, 4, p. 277-283 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
63 Downloads (Pure)
2018

A Likelihood Ratio Classifier for Histogram Features

Veldhuis, R., Raja, K. & Ramachandra, R., 21 Sep 2018, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS). Piscataway, NJ: IEEE, 8 p. (IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
34 Downloads (Pure)

A Prototype of Finger-vein Phantom

Normakristagaluh, P., Spreeuwers, L. J. & Veldhuis, R. N. J., 31 May 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede, The Netherlands: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 163-166 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
7 Downloads (Pure)

Automatic face recognition for home safety using video-based side-view face images

Santemiz, P., Spreeuwers, L. J. & Veldhuis, R. N. J., 5 Nov 2018, In : IET biometrics. 7, 6, p. 606-614 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
25 Downloads (Pure)

Breaking Out of the Black Box in Automated Flower Recognition

Apriyanti, D. H., Spreeuwers, L. J. & Veldhuis, R. N. J., 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 28-34 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
11 Downloads (Pure)

FEERCI: A Package for Fast Non-Parametric Confidence Intervals for Equal Error Rates in Amortized O(m log n)

Haasnoot, E., Khodabakhsh, A., Zeinstra, C., Spreeuwers, L. & Veldhuis, R., 10 Oct 2018, 2018 International Conference of the Biometrics Special Interest Group, BIOSIG 2018. Bromme, A., Uhl, A., Busch, C., Rathgeb, C. & Dantcheva, A. (eds.). Piscataway, NJ: IEEE, 5 p. 8553607. (International Conference of the Biometrics Special Interest Group (BIOSIG); vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
20 Downloads (Pure)

Forensic face recognition as a means to determine strength of evidence: A survey

Zeinstra, C. G., Meuwly, D., Ruifrok, A. C., Veldhuis, R. N. & Spreeuwers, L. J., 1 Jan 2018, In : Forensic Science Review. 30, 1, p. 21-32 12 p.

Research output: Contribution to journalReview articleAcademicpeer-review

6 Citations (Scopus)
42 Downloads (Pure)

Gezichtsherkenning op lage resolutie: Toepassingen camerasurveillance

Veldhuis, R. N. J., Apr 2018, In : Security management. 4, p. 19-21 3 p., 4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
34 Downloads (Pure)

Grid-Based Likelihood Ratio Classifiers for the Comparison of Facial Marks

Zeinstra, C., Veldhuis, R. & Spreeuwers, L., 1 Jan 2018, In : IEEE transactions on information forensics and security. 13, 1, p. 253-264 12 p., 8017453.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

The Behavior of Principal Component Analysis and Linear Discriminant Analysis (PCA-LDA) for Face Recognition

Lestriandoko, N. H., Spreeuwers, L. & Veldhuis, R., 31 May 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 133-148 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
22 Downloads (Pure)

Towards Robust Evaluation of Face Morphing Detection

Spreeuwers, L., Veldhuis, R. & Schils, M., 29 Nov 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. Piscataway, NJ: IEEE, p. 1027-1031 5 p. 8553018. (European Signal Processing Conference; vol. 2018-September).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
3 Citations (Scopus)
15 Downloads (Pure)

Towards Understanding the Effects of Practice on Behavioural Biometric Recognition Performance

Haasnoot, E., Barnhoorn, J. S., Spreeuwers, L. S., Veldhuis, R. N. J. & Verwey, W. B., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
30 Downloads (Pure)
2017

Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting

Scherhag, U., Nautsch, A., Rathgeb, C., Gomez-Barrero, M., Veldhuis, R. N. J., Spreeuwers, L., Schils, M., Maltoni, D., Grother, P., Marcel, S., Breithaupt, R., Ramachandra, R. & Busch, C., 28 Sep 2017, 2017 International Conference of the Biometrics Special Interest Group, BIOSIG 2017. Gesellschaft für Informatik, 8053499

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

17 Citations (Scopus)
3 Downloads (Pure)

Deep Verification Learning

Hillerström, F., Veldhuis, R. & Spreeuwers, L., 2017, Proceedings of the 2017 Symposium on Information Theory and Signal Processing in the Benelux: May 11-12, 2017, Delft University of Technology, Delft, the Netherlands. Heusden, R. & Weber, J. H. (eds.). Delft: Delft University of Technology, p. 97-104

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
10 Downloads (Pure)

ForenFace: A unique annotated forensic facial image dataset and toolset

Zeinstra, C. G., Veldhuis, R. N. J., Spreeuwers, L. J., Ruifrok, A. C. C. & Meuwly, D., 1 Nov 2017, In : IET biometrics. 6, 6, p. 487-494 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

How Random Is a Classifier Given Its Area under Curve?

Zeinstra, C., Veldhuis, R. & Spreeuwers, L., 28 Sep 2017, 2017 International Conference of the Biometrics Special Interest Group (BIOSIG): BIOSIG 2017. Brömme, A., Busch, C., Dantcheva, A., Rathgeb, C. & Uhl, A. (eds.). Gesellschaft für Informatik, 8053509

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Low-resolution face alignment and recognition using mixed-resolution classifiers

Peng, Y., Spreeuwers, L. & Veldhuis, R., Nov 2017, In : IET biometrics. 6, 6, p. 418-428

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)
4 Downloads (Pure)

Manually annotated characteristic descriptors: Measurability and variability

Zeinstra, C., Veldhuis, R., Spreeuwers, L. & Ruifrok, A., 26 May 2017, 2017 5th International Workshop on Biometrics and Forensics (IWBF 2017) . IEEE, 7935095

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Towards understanding behavioural biometric classifier performance over time and practice

Haasnoot, E., Barnhoorn, J. S., Spreeuwers, L. J., Veldhuis, R. N. J. & Verwey, W. B., 2017, Proceedings of the 2017 Symposium on Information Theory and Signal Processing in the Benelux: May 11-12, 2017, Delft University of Technology, Delft, the Netherlands. Heusdens, R. & Weber, J. H. (eds.). Delft University of Technology, p. 79-88

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
5 Downloads (Pure)

Understanding

Haasnoot, E., Barnhoorn, J., Spreeuwers, L., Veldhuis, R. & Verwey, W., Jun 2017.

Research output: Contribution to conferencePaper

2016

Designing a Low-Resolution Face Recognition System for Long-Range Surveillance

Peng, Y., Spreeuwers, L. J. & Veldhuis, R. N. J., 21 Sep 2016, p. 16429137. 5 p.

Research output: Contribution to conferencePaper

2 Downloads (Pure)
2 Citations (Scopus)

Face reconstruction from image sequences for forensic face comparison

van Dam, C., Veldhuis, R. & Spreeuwers, L., 2016, In : IET biometrics. 5, 2, p. 140-146 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
86 Downloads (Pure)

Fixed FAR correction factor of score level fusion

Susyanto, N., Veldhuis, R. N. J., Spreeuwers, L. J. & Klaassen, C. A. J., 6 Sep 2016, p. 16555751. 8 p.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Identification performance of evidential value estimation for ridge-based biometrics

Kotzerke, J., Hao, H., Davis, S. A., Hayes, R., Spreeuwers, L. J., Veldhuis, R. N. J. & Horadam, K. J., 26 Oct 2016, In : EURASIP journal on information security. 2016, 24, p. 1-10 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
2 Citations (Scopus)
78 Downloads (Pure)

Two-step calibration method for multi-algorithm score-based face recognition systems by minimizing discrimination loss

Susyanto, N., Veldhuis, R. N. J., Spreeuwers, L. J. & Klaassen, C. A. J., 13 Jun 2016, p. 16252593. 7 p.

Research output: Contribution to conferencePaper

3 Citations (Scopus)
2015

A Study of Identification Performance of Facial Regions from CCTV Images

Ali, T., Tome, P., Fierrez, J., Vera-Rodriguez, R., Spreeuwers, L. J. & Veldhuis, R. N. J., Jul 2015, Computational Forensics. Garain, U. & Shafait, F. (eds.). Switzerland: Springer, p. 83-91 9 p. (Lecture Notes in Computer Science; vol. 8915).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Open Access
File
2 Citations (Scopus)
54 Downloads (Pure)

Beyond the eye of the beholder: on a forensic descriptor of the eye region

Zeinstra, C. G., Veldhuis, R. N. J. & Spreeuwers, L. J., Sep 2015, 23rd European Signal Processing Conference, EUSIPCO 2015. IEEE Signal Processing Society, p. 779-783 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)

Discriminating fingermarks with evidential value for forensic comparison

Kotzerke, J., Kotzerke, J., Davis, S. A., Hayes, R., Spreeuwers, L. J., Veldhuis, R. N. J. & Horadam, K. J., Mar 2015, Proceedings of the 3rd International Workshop on Biometrics and Forensics, IWBF 2015. Piscataway, NJ, USA: IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)

Examining the examiners: an online eyebrow verification experiment inspired by FISWG

Zeinstra, C. G., Veldhuis, R. N. J. & Spreeuwers, L. J., 3 Mar 2015, International Workshop on Biometrics and Forensics, IWBF 2015. Piscataway, NJ: IEEE Computer Society, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
18 Downloads (Pure)

Exploring How User Routine Affects the Recognition Performance of a Lock Pattern

de Wide, L., Spreeuwers, L. J. & Veldhuis, R. N. J., 9 Sep 2015, Proceedings of the 2015 International Conference of the Biometrics Special Interest Group (BIOSIG). Bonn: Gesellschaft für Informatik, p. 1-8 8 p. (Lecture Notes in Informatics (LNI) - Proceedings; vol. P-245).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
1 Citation (Scopus)
22 Downloads (Pure)

Facial recognition using new LBP representations

Akoushideh, A., Veldhuis, R. N. J., Spreeuwers, L. J. & Maybodi, B. M-N., 6 May 2015, Proceedings of the 36th WIC Symposium on Information Theory in the Benelux. Brussels: Université Libre de Bruxelles, p. 34-41 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

File
31 Downloads (Pure)

Identification Performance of Evidential Value Estimation for Fingermarks

Kotzerke, J., Kotzerke, J., Davis, S., Hayes, R., Spreeuwers, L. J., Veldhuis, R. N. J. & Horadam, K. J., 15 Sep 2015, Proceedings of the 2015 International Conference of the Biometrics Special Interest Group (BIOSIG). Bonn: Gesellschaft für Informatik, p. 1-6 6 p. (Lecture Notes in Informatics (LNI) - Proceedings; vol. P-245).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)

Impact of eye detection error on face recognition performance

Dutta, A., Günther, M., El Shafey, L., Veldhuis, R. N. J. & Spreeuwers, L. J., 19 Jan 2015, In : IET biometrics. 4, 3, p. 137-150 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)

Likelihood Ratio Based Mixed Resolution Facial Comparison

Peng, Y., Spreeuwers, L. J. & Veldhuis, R. N. J., 3 Mar 2015, Proceedings of the 3rd International Workshop on Biometrics and Forensics, IWBF 2015. USA: IEEE Computer Society, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
6 Citations (Scopus)
41 Downloads (Pure)

Sampling variability in forensic likelihood-ratio computation: A simulation study

Ali, T., Spreeuwers, L. J., Veldhuis, R. N. J. & Meuwly, D., Dec 2015, In : Science & justice. 55, 6, p. 499-508 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
6 Citations (Scopus)
39 Downloads (Pure)

Semiparametric score level fusion: Gaussian copula approach

Susyanyo, N., Klaassen, C. A. J., Veldhuis, R. N. J. & Spreeuwers, L. J., 6 May 2015, Proceedings of the 36th WIC Symposium on Information Theory in the Benelux. Brussels: Université Libre de Bruxelles, p. 26-33 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

File
87 Downloads (Pure)

The relation between the secrecy rate of biometric template protection and biometric recognition performance

Veldhuis, R. N. J., 19 May 2015, 2015 International Conference on Biometrics (ICB 2015): Phuket, Thailand, 19-22 May 2015. Piscataway, NJ: IEEE, p. 311-318 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
1 Citation (Scopus)
22 Downloads (Pure)