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        AUTHOR = "Shang, X.X. and Veldhuis, R.N.J.",
        TITLE = "Grip-Pattern Recognition in Smart Gun Based on Likelihood-Ratio
Classifier and Support Vector Machine",
        BOOKTITLE = ICISP08,
        YEAR = "2008",
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@inproceedings{bb304301,
        AUTHOR = "Shang, X.X. and Veldhuis, R.N.J.",
        TITLE = "Grip-Pattern Verification for Smart Gun Based on Maximum-Pairwise
Comparison and Mean-Template Comparison",
        BOOKTITLE = BTAS08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people944.html#TT298871"}

@inproceedings{bb304302,
        AUTHOR = "Shang, X.X. and Veldhuis, R.N.J.",
        TITLE = "Local Absolute Binary Patterns as Image Preprocessing for Grip-Pattern
Recognition in Smart Gun",
        BOOKTITLE = BTAS07,
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@inproceedings{bb304303,
        AUTHOR = "Akhloufi, M. and Bendada, A.",
        TITLE = "Hand and Wrist Physiological Features Extraction for near Infrared
Biometrics",
        BOOKTITLE = CRV08,
        YEAR = "2008",
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@inproceedings{bb304304,
        AUTHOR = "Pu, D.B. and Qi, S.A. and Zhou, C.G. and Lu, Y.H.",
        TITLE = "Personal Identification Based on Weighting Key Point Scheme for Hand
Image",
        BOOKTITLE = IWCIA08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people944.html#TT298874"}

@inproceedings{bb304305,
        AUTHOR = "Chu, R.F. and Lei, Z. and Han, Y.F. and He, R. and Li, S.Z.",
        TITLE = "Learning Gabor Magnitude Features for Palmprint Recognition",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 22-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people944.html#TT298875"}

@inproceedings{bb304306,
        AUTHOR = "Wei, Z.S. and Han, Y.F. and Sun, Z.A. and Tan, T.N.",
        TITLE = "Palmprint image synthesis: A preliminary study",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "285-288",
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@inproceedings{bb304307,
        AUTHOR = "Hao, Y. and Tan, T.N. and Sun, Z.N. and Han, Y.F.",
        TITLE = "Identity Verification by Using Handprint",
        BOOKTITLE = ICB07,
        YEAR = "2007",
        PAGES = "328-337",
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@inproceedings{bb304308,
        AUTHOR = "Han, Y.F. and Sun, Z.N. and Wang, F. and Tan, T.N.",
        TITLE = "Palmprint Recognition Under Unconstrained Scenes",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 1-11",
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@inproceedings{bb304309,
        AUTHOR = "Hao, Y. and Sun, Z.N. and Tan, T.N.",
        TITLE = "Comparative Studies on Multispectral Palm Image Fusion for Biometrics",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 12-21",
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@inproceedings{bb304310,
        AUTHOR = "Han, Y.F. and Tan, T.N. and Sun, Z.N. and Hao, Y.",
        TITLE = "Embedded Palmprint Recognition System on Mobile Devices",
        BOOKTITLE = ICB07,
        YEAR = "2007",
        PAGES = "1184-1193",
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@inproceedings{bb304311,
        AUTHOR = "Han, Y.F. and Sun, Z.A. and Tan, T.N. and Hao, Y.",
        TITLE = "Palmprint Recognition Based on Regional Rank Correlation of Directional
Features",
        BOOKTITLE = ICB09,
        YEAR = "2009",
        PAGES = "587-596",
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@inproceedings{bb304312,
        AUTHOR = "Han, Y.F. and Tan, T.N. and Sun, Z.N.",
        TITLE = "Palmprint Recognition Based on Directional Features and Graph Matching",
        BOOKTITLE = ICB07,
        YEAR = "2007",
        PAGES = "1164-1173",
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@inproceedings{bb304313,
        AUTHOR = "Wu, X.Q. and Zhang, D. and Wang, K.Q.",
        TITLE = "A Palmprint Cryptosystem",
        BOOKTITLE = ICB07,
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@inproceedings{bb304314,
        AUTHOR = "Jiang, X.Q. and Xu, W.H. and Sweeney, L. and Li, Y.H. and Gross, R. and Yurovsky, D.",
        TITLE = "New Directions in Contact Free Hand Recognition",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
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@inproceedings{bb304315,
        AUTHOR = "Gross, R. and Li, Y.H. and Sweeney, L. and Jiang, X.Q. and Xu, W.H. and Yurovsky, D.",
        TITLE = "Robust Hand Geometry Measurements for Person Identification using
Active Appearance Models",
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@inproceedings{bb304316,
        AUTHOR = "Zheng, Y. and Shi, G.S. and Zhang, L. and Wang, Q.R. and Zhao, Y.J.",
        TITLE = "Research on Offline Palmprint Image Enhancement",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
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@inproceedings{bb304317,
        AUTHOR = "Qin, A.K. and Suganthan, P.N. and Tay, C.H. and Pa, H.S.",
        TITLE = "Personal Identification System based on Multiple Palmprint Features",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
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@inproceedings{bb304318,
        AUTHOR = "Wang, X.J. and Gong, H.F. and Zhang, H. and Li, B. and Zhuang, Z.Q.",
        TITLE = "Palmprint Identification using Boosting Local Binary Pattern",
        BOOKTITLE = ICPR06,
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@inproceedings{bb304319,
        AUTHOR = "Wu, J. and Qiu, Z.D.",
        TITLE = "A Hierarchical Palmprint Identification Method Using Hand Geometry and
Grayscale Distribution Features",
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        YEAR = "2006",
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@inproceedings{bb304320,
        AUTHOR = "Li, F. and Leung, M.K.H. and Tan, S.Z.W.",
        TITLE = "Palmprint Identification Using Pairwise Relative Angle and EMD",
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        YEAR = "2007",
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@inproceedings{bb304321,
        AUTHOR = "Li, F. and Leung, M.K.H.",
        TITLE = "Hierarchical Identification of Palmprint using Line-based Hough
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        YEAR = "2006",
        PAGES = "IV: 149-152",
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@inproceedings{bb304322,
        AUTHOR = "Li, F. and Leung, M.K.H.",
        TITLE = "Two-stage Approach for Palmprint Identification using Hough Transform
and Hausdorff Distance",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
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@inproceedings{bb304323,
        AUTHOR = "Lu, Y.H. and Wang, Y.R. and Kong, J. and Jiang, L.K.",
        TITLE = "A Novel Automated Hand-Based Personal Identification",
        BOOKTITLE = IWCIA06,
        YEAR = "2006",
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@inproceedings{bb304324,
        AUTHOR = "Ding, Y.H. and Ping, X.J. and Hu, M. and Zhang, T.",
        TITLE = "A Method for Footprint Range Image Segmentation and Description",
        BOOKTITLE = ICB06,
        YEAR = "2006",
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@inproceedings{bb304325,
        AUTHOR = "Jing, X.Y. and Lu, C. and Zhang, D.",
        TITLE = "An Uncorrelated Fisherface Approach for Face and Palmprint Recognition",
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        YEAR = "2006",
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@inproceedings{bb304326,
        AUTHOR = "Li, Q.A. and Qiu, Z.D. and Sun, D.M.",
        TITLE = "Feature-Level Fusion of Hand Biometrics for Personal Verification Based
on Kernel PCA",
        BOOKTITLE = ICB06,
        YEAR = "2006",
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@inproceedings{bb304327,
        AUTHOR = "Hennings, P. and Savvides, M. and Vijaya Kumar, B.V.K.",
        TITLE = "Verification of Biometric Palmprint Patterns Using Optimal Trade-Off
Filter Classifiers",
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@inproceedings{bb304328,
        AUTHOR = "Li, L. and Yang, X. and Hi, Y.L. and Tian, J.",
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        AUTHOR = "Chu, R.F. and Liao, S.C. and Han, Y.F. and Sun, Z.A. and Li, S.Z. and Tan, T.N.",
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Ordinal Features",
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        AUTHOR = "Sun, Z.A. and Tan, T.N. and Wang, Y.H. and Li, S.Z.",
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@inproceedings{bb304331,
        AUTHOR = "Bulatov, Y. and Jambawalikar, S. and Kumar, P. and Sethia, S.",
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        AUTHOR = "Zhao, W.N. and Li, W.X. and Wang, T. and Xu, Z.Q.",
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Personal Verification",
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@inproceedings{bb304334,
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@article{bb304336,
        AUTHOR = "Connie, T. and Teoh, A.B.J. and Ong, M.G.K. and Ngo, D.C.L.",
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@article{bb304337,
        AUTHOR = "Ong, M.G.K. and Connie, T. and Teoh, A.B.J.",
        TITLE = "Touch-less palm print biometrics: Novel design and implementation",
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@inproceedings{bb304338,
        AUTHOR = "Ong, M.G.K. and Connie, T. and Teoh, A.B.J.",
        TITLE = "Design and implementation of a contactless palm print and palm vein
sensor",
        BOOKTITLE = ICARCV10,
        YEAR = "2010",
        PAGES = "1268-1273",
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@article{bb304339,
        AUTHOR = "Ong, M.G.K. and Connie, T. and Teoh, A.B.J.",
        TITLE = "An innovative contactless palm print and knuckle print recognition
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        JOURNAL = PRL,
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        YEAR = "2010",
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        PAGES = "1708-1719",
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@article{bb304340,
        AUTHOR = "Michael, G.K.O. and Connie, T. and Teoh, A.B.J.",
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@article{bb304341,
        AUTHOR = "Morales, A. and Ferrer, M.A. and Kumar, A.",
        TITLE = "Towards contactless palmprint authentication",
        JOURNAL = IET-CV,
        VOLUME = "5",
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298911"}

@article{bb304342,
        AUTHOR = "Ferrer, M.A. and Morales, A. and Travieso, C.M. and Alonso, J.B.",
        TITLE = "Wide band spectroscopic skin detection for contactless hand biometrics",
        JOURNAL = IET-CV,
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        YEAR = "2012",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298912"}

@article{bb304343,
        AUTHOR = "Wu, X.Q. and Zhao, Q.S. and Bu, W.",
        TITLE = "A SIFT-based contactless palmprint verification approach using
iterative RANSAC and local palmprint descriptors",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298913"}

@inproceedings{bb304344,
        AUTHOR = "Zhao, Q.S. and Wu, X.Q. and Bu, W.",
        TITLE = "Contactless palmprint verification based on SIFT and iterative RANSAC",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4186-4189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298914"}

@article{bb304345,
        AUTHOR = "Aykut, M. and Ekinci, M.",
        TITLE = "Developing a contactless palmprint authentication system by
introducing a novel ROI extraction method",
        JOURNAL = IVC,
        VOLUME = "40",
        YEAR = "2015",
        NUMBER = "1",
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@article{bb304346,
        AUTHOR = "Zhang, L. and Li, L. and Yang, A.Q. and Shen, Y. and Yang, M.",
        TITLE = "Towards contactless palmprint recognition: A novel device, a new
benchmark, and a collaborative representation based identification
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        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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@article{bb304347,
        AUTHOR = "Bailador, G. and Rios Sanchez, B. and Sanchez Reillo, R. and Ishikawa, H. and Sanchez Avila, C.",
        TITLE = "Flooding-based segmentation for contactless hand biometrics oriented to
mobile devices",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "431-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298917"}

@article{bb304348,
        AUTHOR = "ELSayed, A.S. and Ebeid, H.M. and Roushdy, M.I. and Fayed, Z.T.",
        TITLE = "Masked SIFT with align-based refinement for contactless palmprint
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        JOURNAL = IET-Bio,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "150-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945cp3.html#TT298918"}

@article{bb304349,
        AUTHOR = "Shao, H. and Zhong, D.",
        TITLE = "Towards open-set touchless palmprint recognition via weight-based
meta metric learning",
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@article{bb304350,
        AUTHOR = "Xin, G. and Zhu, M. and Zhou, Y.Z. and Jiang, G. and Cai, Z. and Pang, A. and Zhu, Q.",
        TITLE = "A Self-Attention CycleGAN for Cross-Domain Semi-Supervised Contactless
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        YEAR = "2024",
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@inproceedings{bb304351,
        AUTHOR = "Mohamed Abdul Cader, A. and Banks, J. and Thanh, K.N. and Chandran, V.",
        TITLE = "Rotation and Scale Invariant Bispectral Feature based Recognition of
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@inproceedings{bb304352,
        AUTHOR = "Akmal Jahan, M. and Banks, J. and Tomeo Reyes, I. and Chandran, V.",
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@inproceedings{bb304353,
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@inproceedings{bb304355,
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@inproceedings{bb304356,
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@article{bb304357,
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@article{bb304358,
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@inproceedings{bb304359,
        AUTHOR = "Zhang, L. and Zhang, L. and Zhang, D.",
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@inproceedings{bb304360,
        AUTHOR = "Zhang, L. and Zhang, L. and Zhang, D.",
        TITLE = "Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only
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@article{bb304367,
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        TITLE = "Encoding local image patterns using Riesz transforms: With applications
to palmprint and finger-knuckle-print recognition",
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@article{bb304368,
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@article{bb304369,
        AUTHOR = "Ozkaya, N. and Kurat, N.",
        TITLE = "Discriminative common vector based finger knuckle recognition",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298939"}

@article{bb304370,
        AUTHOR = "Kumar, A. and Wang, B.",
        TITLE = "Recovering and matching minutiae patterns from finger knuckle images",
        JOURNAL = PRL,
        VOLUME = "68, Part 2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298940"}

@article{bb304371,
        AUTHOR = "Jaswal, G. and Kaul, A. and Nath, R.",
        TITLE = "Knuckle Print Biometrics and Fusion Schemes: Overview, Challenges, and
Solutions",
        JOURNAL = Surveys,
        VOLUME = "48",
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        NUMBER = "3",
        MONTH = "February",
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@article{bb304372,
        AUTHOR = "Veluchamy, S. and Karlmarx, L.R.",
        TITLE = "System for multimodal biometric recognition based on finger knuckle and
finger vein using feature-level fusion and k-support vector machine
classifier",
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        NUMBER = "3",
        MONTH = "May",
        PAGES = "232-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298942"}

@article{bb304373,
        AUTHOR = "Muthukumar, A. and Kavipriya, A.",
        TITLE = "A biometric system based on Gabor feature extraction with SVM
classifier for Finger-Knuckle-Print",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298943"}

@article{bb304374,
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        TITLE = "Multimodal biometric recognition systems using deep learning based on
the finger vein and finger knuckle print fusion",
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        VOLUME = "14",
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        NUMBER = "15",
        MONTH = "December",
        PAGES = "3859-3868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298944"}

@article{bb304375,
        AUTHOR = "Cheng, K.H.M. and Kumar, A.",
        TITLE = "Contactless Biometric Identification Using 3D Finger Knuckle Patterns",
        JOURNAL = PAMI,
        VOLUME = "42",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298945"}

@inproceedings{bb304376,
        AUTHOR = "Kumar, A. and Xu, Z.H.",
        TITLE = "Can We Use Second Minor Finger Knuckle Patterns to Identify Humans?",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
        PAGES = "106-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298946"}

@article{bb304377,
        AUTHOR = "Cheng, K.H.M. and Kumar, A.",
        TITLE = "Efficient and Accurate 3D Finger Knuckle Matching Using Surface Key
Points",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298947"}

@article{bb304378,
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@article{bb304379,
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        YEAR = "2018",
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@inproceedings{bb304382,
        AUTHOR = "Jaswal, G. and Kaul, A. and Nath, R.",
        TITLE = "Palmprint and Finger Knuckle Based Person Authentication with Random
Forest via Kernel-2DPCA",
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people945k2.html#TT298952"}

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based on a Sobel filter and similarity measures",
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@inproceedings{bb304384,
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        TITLE = "Finger-knuckle-print verification based on vector consistency of
corresponding interest points",
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@inproceedings{bb304389,
        AUTHOR = "Fan, K.C. and Lin, C.L.",
        TITLE = "The using of thermal images of palm-dorsa vein-patterns for biometric
verification",
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@article{bb304390,
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tracking and its application to personal identification",
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        AUTHOR = "Toh, K.A. and Xiong, W. and Yau, W.Y. and Jiang, X.D.",
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@article{bb304395,
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@inproceedings{bb304397,
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        YEAR = "2006",
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@article{bb304398,
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'Laplacianpalm' representation",
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@inproceedings{bb304399,
        AUTHOR = "Wang, J.G. and Yau, W.Y. and Suwandy, A. and Sung, E.",
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on 'Laplacianpalm' Feature",
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        YEAR = "2007",
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