Towards contactless palmprint recognition: A novel device, a new benchmark, and a collaborative representation based identification approach
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Cites
Distinctive Image Features from Scale-Invariant Keypoints
Lowe, D. G. (2004) · International Journal of Computer Vision · doi:10.1023/b:visi.0000029664.99615.94 · Cited by 55,589 · see citing works
Proceedings of IEEE International Conference on Computer Vision
(1995) · IEEE/CVF International Conference on Computer Vision (ICCV) · doi:10.1109/iccv.1995.466933 · Cited by 13,117 · see citing works
Robust Face Recognition via Sparse Representation
Wright, J. N., Yang, A., Ganesh, A., Sastry, S., & Ma, Y. (2009) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2008.79 · Cited by 9,395 · see citing works
Self-citationDeepFace: Closing the Gap to Human-Level Performance in Face Verification
Taigman, Y., Yang, M., Ranzato, M., & Wolf, L. (2014) · 2014 IEEE Conference on Computer Vision and Pattern Recognition · doi:10.1109/cvpr.2014.220 · Cited by 6,542 · see citing works
Self-citationHigh confidence visual recognition of persons by a test of statistical independence
Daugman, J. G. (1993) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.244676 · Cited by 3,254 · see citing works
Daugman, J. G. (1985) · Journal of the Optical Society of America A · doi:10.1364/josaa.2.001160 · Cited by 3,219 · see citing works
Daugman, J. (2004) · IEEE Transactions on Circuits and Systems for Video Technology · doi:10.1109/tcsvt.2003.818350 · Cited by 2,927 · see citing works
Handbook of Fingerprint Recognition
Maltoni, D., Maio, D., Jain, A., & Prabhakar, S. (2003) · Springer eBooks · doi:10.1007/b97303 · Cited by 2,922 · see citing works
Fisher discriminant analysis with kernels
Mika, S., Rätsch, G., Weston, J., Schölkopf, B., & Mullers, K. R. (2003) · Machine learning for signal processing ... · doi:10.1109/nnsp.1999.788121 · Cited by 2,660 · see citing works
Sparse representation or collaborative representation: Which helps face recognition?
Lei Zhang, A., Yang, M., & Feng, X. (2011) · IEEE/CVF International Conference on Computer Vision (ICCV) · doi:10.1109/iccv.2011.6126277 · Cited by 2,003 · see citing works
Self-citationImage representation using 2D Gabor wavelets
Lee, T. S. (1996) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.541406 · Cited by 1,631 · see citing works
Proceedings of the IEEE International Conference on Image Processing
Calway, A. D. (1996) · The Institute of Electrical and Electronics Engineers · Cited by 1,566 · see citing works
Online palmprint identification
Zhang, D. D., Kong, W.-K., You, J., & Wong, M. (2003) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2003.1227981 · Cited by 1,512 · see citing works
(2008) · doi:10.1007/978-0-387-71041-9 · Cited by 1,406 · see citing works
A Feature-Enriched Completely Blind Image Quality Evaluator
Zhang, L., Zhang, L., & Bovik, A. C. (2015) · IEEE Transactions on Image Processing · doi:10.1109/tip.2015.2426416 · Cited by 1,311 · see citing works
Self-citationModern Image Quality Assessment
Wang, Z., & Bovik, A. C. (2006) · Synthesis Lectures on Image, Video, and Multimedia Processing · doi:10.1007/978-3-031-02238-8 · Cited by 967 · see citing works
Deeply learned face representations are sparse, selective, and robust
Sun, Y. J., Wang, X., & Tang, X. (2015) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2015.7298907 · Cited by 952 · see citing works
Image understanding for iris biometrics: A survey
Bowyer, K. W., Hollingsworth, K. P., & Flynn, P. J. (2007) · Computer Vision and Image Understanding · doi:10.1016/j.cviu.2007.08.005 · Cited by 909 · see citing works
The Resonant Retina: Exploiting Vibration Noise to Optimally Detect Edges in an Image
Zhang, D. D., Kong, W.-K., You, J., & Wong, M. (2003) · IEEE Transactions on Pattern Analysis and Machine Intelligence · Cited by 901 · see citing works
Handbook of Fingerprint Recognition
(2004) · Kybernetes · doi:10.1108/03684920410534128 · Cited by 643 · see citing works
Finger Prints, Palms and Soles: an Introduction to Dermatoglyphics.
(1944) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.1944.02020110063021 · Cited by 545 · see citing works
Modern Image Quality Assessment
Wang, Z., & Bovik, A. C. (2006) · Synthesis lectures on image, video, and multimedia processing · doi:10.2200/s00010ed1v01y200508ivm003 · Cited by 500 · see citing works
Biometric identification through hand geometry measurements
Sánchez-Reillo, R., Ávila, C. S., & Gonzalez-Marcos, A. P. (2000) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.879796 · Cited by 499 · see citing works
Palmprint verification based on robust line orientation code
Jia, W., Huang, D.-S., & Zhang, D. D. (2007) · Pattern Recognition · doi:10.1016/j.patcog.2007.10.011 · Cited by 485 · see citing works
Ordinal Palmprint Represention for Personal Identification
Sun, Z., Tan, T., Wang, Y., & Li, S. (2005) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2005.267 · Cited by 469 · see citing works
${\bf S}_{3}$: A Spectral and Spatial Measure of Local Perceived Sharpness in Natural Images
Vu, C. T., Phan, T. D., & Chandler, D. M. (2011) · IEEE Transactions on Image Processing · doi:10.1109/tip.2011.2169974 · Cited by 388 · see citing works
Online finger-knuckle-print verification for personal authentication
Lei Zhang, A., Lei Zhang, A., Zhang, D. D., & Zhu, H. (2010) · Pattern Recognition · doi:10.1016/j.patcog.2010.01.020 · Cited by 346 · see citing works
Jain, A. K., & Feng, J. (2008) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2008.242 · Cited by 340 · see citing works
Secure and Robust Iris Recognition Using Random Projections and Sparse Representations
Pillai, J. K., Patel, V. M., Chellappa, R., et al. (2011) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2011.34 · Cited by 328 · see citing works
Automatic Fingerprint Recognition Systems
Ratha, N., & Bolle, R. M. (2004) · Springer eBooks · doi:10.1007/b97425 · Cited by 238 · see citing works
Incorporating Cohort Information for Reliable Palmprint Authentication
Kumar, A. (2008) · Indian Conference on Computer Vision, Graphics and Image Processing · doi:10.1109/icvgip.2008.73 · Cited by 207 · see citing works
Touch-less palm print biometrics: Novel design and implementation
Goh, M. K. O., Connie, T., & Teoh, A. B. J. (2008) · Image and Vision Computing · doi:10.1016/j.imavis.2008.06.010 · Cited by 193 · see citing works
Multispectral palm image fusion for accurate contact-free palmprint recognition
Hao, Y., Sun, Z., Tan, T., et al. (2008) · Proceedings - International Conference on Image Processing · doi:10.1109/icip.2008.4711746 · Cited by 190 · see citing works
Phase congruency induced local features for finger-knuckle-print recognition
Zhang, L., Lei Zhang, A., Zhang, D. D., & Guo, Z. (2012) · Pattern Recognition · doi:10.1016/j.patcog.2012.01.017 · Cited by 120 · see citing works
Self-citationWu, X., Zhao, Q., & Bu, W. (2014) · Pattern Recognition · doi:10.1016/j.patcog.2014.04.008 · Cited by 117 · see citing works
A Unified Framework for Contactless Hand Verification
Kanhangad, V., Kumar, A., & Zhang, D. D. (2011) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2011.2121062 · Cited by 117 · see citing works
Towards contactless palmprint authentication
Morales, A., Ferrer, M. A., & Kumar, A. (2011) · IET Computer Vision · doi:10.1049/iet-cvi.2010.0191 · Cited by 97 · see citing works
Reliable Face Recognition Methods: System Design, Implementation and Evaluation
Wechsler, H. L. (2010) · Springer eBooks · Cited by 84 · see citing works
3D Palmprint Identification Using Block-Wise Features and Collaborative Representation
Zhang, L., Shen, Y., Li, H., et al. (2014) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2014.2372764 · Cited by 70 · see citing works
Self-citationFinger Prints, Palms and Soles: An Introduction to Dermatoglyphics
Pinkus, H. (1963) · Archives of Dermatology · doi:10.1001/archderm.1963.01590140144028 · Cited by 63 · see citing works
Zhang, L., & Li, H. (2012) · Image and Vision Computing · doi:10.1016/j.imavis.2012.09.003 · Cited by 63 · see citing works
Self-citationAn innovative contactless palm print and knuckle print recognition system
Goh, M. K. O., Connie, T., & Teoh, A. B. J. (2010) · Pattern Recognition Letters · doi:10.1016/j.patrec.2010.05.021 · Cited by 58 · see citing works
Contact less hand recognition using shape and texture features
Doublet, J., Lepetit, O., & Revenu, M. (2006) · doi:10.1109/icosp.2006.345881 · Cited by 47 · see citing works
Reconstruction Based Finger-Knuckle-Print Verification With Score Level Adaptive Binary Fusion
Gao, G., Zhang, L., Yang, J. J., et al. (2013) · IEEE Transactions on Image Processing · doi:10.1109/tip.2013.2281429 · Cited by 46 · see citing works
Self-citationImproved palmprint authentication using contactless imaging
Morales, A., Ferrer, M. A., & Kumar, A. (2010) · IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) · doi:10.1109/btas.2010.5634472 · Cited by 42 · see citing works
Aykut, M., & Ekіncі, M. (2015) · Image and Vision Computing · doi:10.1016/j.imavis.2015.05.002 · Cited by 41 · see citing works
Wechsler, H. L. (2006) · Cited by 28 · see citing works
BiSpectral contactless hand based biometric system
Ferrer, M. A., Vargas, F., & Morales, A. (2011) · doi:10.1109/conatel.2011.5958660 · Cited by 27 · see citing works
Deformed Palmprint Matching Based on Stable Regions
Wu, X., & Zhao, Q. (2015) · IEEE Transactions on Image Processing · doi:10.1109/tip.2015.2478386 · Cited by 25 · see citing works
Sift-based image alignment for contactless palmprint verification
Zhao, Q., Bu, W., & Wu, X. (2013) · International Conference on Biometrics · doi:10.1109/icb.2013.6612989 · Cited by 24 · see citing works
Small Sample Biometric Recognition Based on Palmprint and Face Fusion
Poinsot, A., Yang, F., & Paindavoine, M. (2009) · International Multi-Conference on Computing in the Global Information Technology (ICCGI) · doi:10.1109/iccgi.2009.25 · Cited by 24 · see citing works
Automatic Fingerprint Recognition Systems
(2005) · Kybernetes · doi:10.1108/03684920510595599 · Cited by 18 · see citing works
3D Ear Identification Using Block-Wise Statistics-Based Features and LC-KSVD
Zhang, L., Li, L., Li, H., et al. (2016) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2016.2566578 · Cited by 16 · see citing works
Self-citationBiometric Verification by Fusing Hand Geometry and Palmprint
Chen, W., Chiang, Y.-S., & Chiu, Y.-H. (2007) · International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) · doi:10.1109/iihmsp.2007.4457734 · Cited by 15 · see citing works
Multisampling approach applied to contactless hand biometrics
Morales, A., Ferrer, M. A., Travieso, C. M., et al. (2012) · IEEE International Carnahan Conference on Security Technology (ICCST) · doi:10.1109/ccst.2012.6393563 · Cited by 15 · see citing works
3D Biometrics: Systems and Applications
Zhang, D. D., & Lu, G. (2013) · doi:10.1007/978-1-4614-7400-5 · Cited by 9 · see citing works
Kernel Fisher discriminant analysis of Gabor features for online palmprint verification
Ekіncі, M., & Aykut, M. (2016) · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · doi:10.3906/elk-1210-37 · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039359 · Cited by 774 · see citing works
Feature Extraction Methods for Palmprint Recognition: A Survey and Evaluation
Fei, L., Lu, G., Jia, W., Teng, S., & Zhang, D. (2019) · IEEE Transactions on Systems, Man, and Cybernetics: Systems · doi:10.1109/tsmc.2018.2795609 · Cited by 228 · see citing works
- Authors
- Zhang, L., Li, L., Yang, A., Shen, Y., & Yang, M.
- Affiliations
- Tongji University (CN)
- Shenzhen University (CN)
- Corresponding author
- Zhang, Lin
- Venue
- Pattern Recognition
- Publisher
- Elsevier BV
- Published
- 2017-09
- Volume
- 69
- Pages
- 199-212
- ISSN
- 0031-3203 (ISSN-L)
- OpenAlex
- W2606063865
- Cited by
- 294
- References
- 59
- Citations by year
- 2026: 37 · 2025: 52 · 2024: 39 · 2023: 29 · 2022: 29 · 2021: 31 · 2020: 28 · 2019: 26 · 2018: 18 · 2017: 4 · 2016: 1
- FWCI
- 17.33
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Pattern Recognition (publishedVersion)
- Funders
- Natural Science Foundation of China (61672380)
- Topics
- Physical Sciences › Computer Science › Signal Processing › Biometric Identification and Security
- Physical Sciences › Engineering › Biomedical Engineering › Gait Recognition and Analysis
- Physical Sciences › Computer Science › Information Systems › User Authentication and Security Systems
- Keywords
- palmprint recognition, biometric authentication, benchmark dataset, image quality assessment, collaborative representation, low computational complexity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review