Raymond N.J. Veldhuis

prof.dr.ir.

1985 …2020
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Research Output 1985 2020

2020
16 Downloads (Pure)

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
Biometrics
Metadata
Pixels
133 Downloads (Pure)

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
Biometrics
Palmprint recognition
Blood vessels
Availability
14 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
2019
1 Citation (Scopus)
7 Downloads (Pure)

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

Face recognition
Classifiers
Neural networks
Biometrics
Processing
18 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
Pattern recognition
Authentication
1 Downloads (Pure)

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

Classifiers
Biometrics
Experiments
10 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
Biometrics
Classifiers
Classifier
Face recognition
Evaluation

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

Face recognition
Color
Discriminant analysis
Access control
Neural networks
17 Downloads (Pure)

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
Face recognition
Wavelet transforms
Frequency bands
Multiresolution analysis
Experiments
1 Citation (Scopus)
58 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
Biometrics
Fusion reactions
Maximum likelihood
2018
26 Downloads (Pure)

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
Classifiers
Bins
Feature extraction
6 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
Bone
Soaps (detergents)
Titanium dioxide
Image quality
Printing
22 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
Face recognition
Cameras
11 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
Decision trees
Experiments
14 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
confidence
intervals
lists
Ferromagnetic resonance
biometrics
5 Citations (Scopus)
42 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

evidence
intelligence
criticism
scenario
Law
25 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
2 Citations (Scopus)
1 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

Classifiers
Calibration
Biometrics
Face recognition
17 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
Discriminant analysis
Face recognition
Principal component analysis
Singular value decomposition
Image resolution
3 Citations (Scopus)
8 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
Face recognition
Mobile phones
1 Citation (Scopus)
28 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
2017
15 Citations (Scopus)
2 Downloads (Pure)

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

Biometrics
Sensors
10 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
Biometrics
Complex networks
Deep learning
1 Citation (Scopus)

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

Image resolution
Software packages
Cameras
Network protocols
Experiments

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

Classifiers
Number theory
Normal distribution
Probability distributions
3 Citations (Scopus)
4 Downloads (Pure)

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

1 Citation (Scopus)

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

Image quality
landmarks
proportion
intervals
Datasets
5 Downloads (Pure)

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
Biometrics
Classifiers
Authentication
Touch screens
Dynamical systems

Understanding

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

Research output: Contribution to conferencePaper

2016
2 Downloads (Pure)

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 conferencePaperAcademicpeer-review

2 Citations (Scopus)

Discriminating Power of FISWG Characteristic Descriptors Under Different Forensic Use Cases

Zeinstra, C. G., Veldhuis, R. N. J. & Spreeuwers, L. J., 21 Sep 2016, p. 16429109. 7 p.

Research output: Contribution to conferencePaperAcademicpeer-review

4 Citations (Scopus)
83 Downloads (Pure)

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
Face recognition
Experiments
Cameras
2 Citations (Scopus)

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 conferencePaperAcademicpeer-review

1 Citation (Scopus)
72 Downloads (Pure)

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
3 Citations (Scopus)

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 conferencePaperAcademicpeer-review

2015
2 Citations (Scopus)
52 Downloads (Pure)

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
Television
Adaptive boosting
Networks (circuits)
Discriminant analysis
Video cameras
3 Citations (Scopus)

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

4 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

1 Citation (Scopus)
18 Downloads (Pure)

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

Experiment
Biometrics
Rationale
1 Citation (Scopus)
22 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
30 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
2 Citations (Scopus)

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

8 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

6 Citations (Scopus)
39 Downloads (Pure)

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)
39 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
85 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
1 Citation (Scopus)
21 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
Biometrics
2014
7 Citations (Scopus)
95 Downloads (Pure)

A Bayesian model for predicting face recognition performance using image quality

Dutta, A., Veldhuis, R. N. J. & Spreeuwers, L. J., 29 Sep 2014, 2014 IEEE International Joint Conference on Biometrics (IJCB). USA: IEEE, p. 1-8 8 p.

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

File
11 Citations (Scopus)
14 Downloads (Pure)

Automatic Eye Detection Error as a Predictor of Face Recognition Performance

Dutta, A., Veldhuis, R. & Spreeuwers, L., May 2014, 35rd WIC Symposium on Information Theory in the Benelux and The 4th WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux: Eindhoven, The Netherlands, May 12-13, 2014. Eindhoven: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 89-96 8 p.

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

Open Access
File
Error detection
Face recognition
Image quality
Lighting
Experiments
3 Citations (Scopus)

Biometric evidence evaluation: an empirical assessment of the effect of different training data

Ali, T., Spreeuwers, L. J., Veldhuis, R. N. J. & Meuwly, D., 29 Aug 2014, In : IET biometrics. online pre, 4, p. 1-12 12 p.

Research output: Contribution to journalArticleAcademicpeer-review