22.6.5 Palmprints, Recognition, Systems

Penrose, L.S.,
Dermatoglyphics,
SciAmer(221), No. 6, June 1969, pp. 73-84. Defines singularities on palm prints. BibRef 6906

Kondo, T.[Takashi],
Identification apparatus,
US_Patent4,206,441, Jun 3, 1980
WWW Link. Palm patterns BibRef 8006

Butler, M.D.[Marlow D.],
Method and apparatus for recording image details of the palm of a hand,
US_Patent4,236,082, Nov 25, 1980
WWW Link. BibRef 8011

Joshi, D.G., Rao, Y.V., Kar, S., Kumar, V., Kumar, R.,
Computer-Vision-Based Approach to Personal Identification Using Finger Crease Pattern,
PR(31), No. 1, January 1998, pp. 15-22.
Elsevier DOI 9802
CCD camera. BibRef

Zhang, D.P.[Da-Peng], Shu, W.[Wei],
Two Novel Characteristics in Palmprint Verification: Datum Point Invariance and Line Feature Matching,
PR(32), No. 4, April 1999, pp. 691-702.
Elsevier DOI BibRef 9904
Earlier: A2, A1:
Palmprint Verification: An Implementation of Biometric Technology,
ICPR98(Vol I: 219-221).
IEEE DOI 9808
BibRef

You, J.[Jane], Li, W.X.[Wen-Xin], Zhang, D.[David],
Hierarchical palmprint identification via multiple feature extraction,
PR(35), No. 4, April 2002, pp. 847-859.
Elsevier DOI 0201
BibRef

Liang, X.[Xu], Yang, J.Y.[Jin-Yang], Lu, G.M.[Guang-Ming], Zhang, D.[David],
CompNet: Competitive Neural Network for Palmprint Recognition Using Learnable Gabor Kernels,
SPLetters(28), 2021, pp. 1739-1743.
IEEE DOI 2109
Feature extraction, Convolution, Palmprint recognition, Kernel, Data mining, Password, Shape, Biometrics, palmprint recognition, learnable Gabor filter BibRef

Zhang, D.[David], Kong, A. .W.K.[A. Wai-Kin], You, J.[Jane], Wong, M.[Michael],
Online palmprint identification,
PAMI(25), No. 9, September 2003, pp. 1041-1050.
IEEE Abstract. 0309
Image alignment, 2D Gabor encoding for palmprint feature extraction. BibRef

Kong, A.W.K.[Adams Wai Kin], Zhang, D.[David], Li, W.X.[Wen-Xin],
Palmprint feature extraction using 2-D Gabor filters,
PR(36No. 10, October 2003, pp. 2339-2347.
Elsevier DOI 0308
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.,
Competitive coding scheme for palmprint verification,
ICPR04(I: 520-523).
IEEE DOI 0409
BibRef
Earlier:
Palmprint texture analysis based on low-resolution images for personal authentication,
ICPR02(III: 807-810).
IEEE DOI 0211
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.[David], Kamel, M.[Mohamed],
Three measures for secure palmprint identification,
PR(41), No. 4, April 2008, pp. 1329-1337.
Elsevier DOI 0801
Biometric security; Cancellable biometrics; Template protection; Replay attacks; Database attacks BibRef

Kong, A.W.K.[Adams Wai Kin], Zhang, D.[David], Kamel, M.[Mohamed],
A survey of palmprint recognition,
PR(42), No. 7, July 2009, pp. 1408-1418.
Elsevier DOI 0903
Biometrics; Security; Identical twins; Privacy; Template protection BibRef

Huang, D.S.[De-Shuang], Jia, W.[Wei], Zhang, D.[David],
Palmprint verification based on principal lines,
PR(41), No. 4, April 2008, pp. 1316-1328.
Elsevier DOI 0801
Palmprint; Biometrics; Principal lines; Line detection; Modified finite Radon transform BibRef

Wu, X.Q.[Xiang-Qian], Zhang, D.[David], Wang, K.Q.[Kuan-Quan], Huang, B.[Bo],
Palmprint classification using principal lines,
PR(37), No. 10, October 2004, pp. 1987-1998.
Elsevier DOI 0409
BibRef
Earlier: A1, A3, A2 only:
Palmprint recognition using directional line energy feature,
ICPR04(IV: 475-478).
IEEE DOI 0409
BibRef

Zuo, W.M.[Wang-Meng], Yue, F.[Feng], Zhang, D.[David],
On accurate orientation extraction and appropriate distance measure for low-resolution palmprint recognition,
PR(44), No. 4, April 2011, pp. 964-972.
Elsevier DOI 1101
BibRef
Earlier: A2, A1, A3:
ICP registration using principal line and orientation features for palmprint alignment,
ICIP10(3069-3072).
IEEE DOI 1009
Palmprint verification; Feature extraction; Steerable filter; Distance measure BibRef

Li, W.[Wei], Zhang, L.[Lei], Zhang, D.[David], Yan, J.Q.[Jing-Qi],
Principal line based ICP alignment for palmprint verification,
ICIP09(1961-1964).
IEEE DOI 0911
BibRef

Jia, W.[Wei], Huang, D.S.[De-Shuang], Zhang, D.[David],
Palmprint verification based on robust line orientation code,
PR(41), No. 5, May 2008, pp. 1521-1530.
Elsevier DOI 0711
Palmprint; Biometrics; Orientation; Modified finite Radon transform BibRef

You, J.[Jane], Kong, A. .W.K.[A. Wai-Kin], Zhang, D.[David], Cheung, K.H.[King Hong],
On Hierarchical Palmprint Coding With Multiple Features for Personal Identification in Large Databases,
CirSysVideo(14), No. 2, February 2004, pp. 234-243.
IEEE Abstract. 0403
BibRef
Earlier:
A New Approach to Personal Identification in Large Databases by Hierarchical Palmprint Coding with Multi-features,
ICBA04(739-745).
Springer DOI 0505
BibRef

Zhang, L., Zhang, D.,
Characterization of Palmprints by Wavelet Signatures via Directional Context Modeling,
SMC-B(34), No. 3, June 2004, pp. 1335-1347.
IEEE Abstract. 0407
BibRef

Kumar, A.[Ajay], Zhang, D.[David],
Personal authentication using multiple palmprint representation,
PR(38), No. 10, October 2005, pp. 1695-1704.
Elsevier DOI 0508
BibRef

Zhang, D.[David], Lu, G.M.[Guang-Ming], Kong, A.W.K.[Adams Wai-Kin], Wong, M.[Michael],
Palmprint Authentication System for Civil Applications,
BioAW04(217-228).
Springer DOI 0505
BibRef

Wu, X.Q.[Xiang-Qian], Wang, K.Q.[Kuan-Quan], Zhang, D.[David],
A cryptosystem based on palmprint feature,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Yue, F.[Feng], Zuo, W.M.[Wang-Meng], Zhang, D.[David], Wang, K.Q.[Kuan-Quan],
Orientation selection using modified FCM for competitive code-based palmprint recognition,
PR(42), No. 11, November 2009, pp. 2841-2849.
Elsevier DOI 0907
BibRef
Earlier: A2, A1, A4, A3:
Multiscale competitive code for efficient palmprint recognition,
ICPR08(1-4).
IEEE DOI 0812
BibRef
Earlier: A1, A2, A4, A3:
A performance evaluation of filter design and coding schemes for palmprint recognition,
ICPR08(1-4).
IEEE DOI 0812
BibRef
And: A1, A2, A4, A3:
FCM-based orientation selection for competitive coding-based palmprint recognition,
ICPR08(1-4).
IEEE DOI 0812
Palmprint recognition; Fuzzy C-means; Competitive code; Gabor filter; Regularization BibRef

Zhang, D.[David], Zuo, W.M.[Wang-Meng], Yue, F.[Feng],
A Comparative Study of Palmprint Recognition Algorithms,
Surveys(44), No. 1, January 2012, pp. Article No 2.
DOI Link 1202
Palmprint images contain rich unique features for reliable human identification, which makes it a very competitive topic in biometric research. A great many different low resolution palmprint recognition algorithms have been developed, which can be roughly grouped into three categories BibRef

Wu, X.Q.[Xiang-Qian], Wang, K.Q.[Kuan-Quan], Zhang, D.[David],
Palmprint Authentication Based on Orientation Code Matching,
AVBPA05(555).
Springer DOI 0509
BibRef
Earlier:
HMMs Based Palmprint Identification,
ICBA04(775-781).
Springer DOI 0505
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.[David],
Feature-Level Fusion for Effective Palmprint Authentication,
ICBA04(761-767).
Springer DOI 0505
BibRef

Wong, M., Zhang, D., Kong, A.W.K., Lu, G.,
Real-time palmprint acquisition system design,
VISP(152), No. 5, October 2005, pp. 527-534.
DOI Link 0512
BibRef

Kong, A.W.K.[Adams W.K.], Zhang, D.[David], Kamel, M.[Mohamed],
Palmprint identification using feature-level fusion,
PR(39), No. 3, March 2006, pp. 478-487.
Elsevier DOI 0601
BibRef
Earlier:
A Study of Brute-Force Break-ins of a Palmprint Verification System,
AVBPA05(447).
Springer DOI 0509
BibRef

Liu, L.[Li], Zhang, D.[David],
Palm-Line Detection,
ICIP05(III: 269-272).
IEEE DOI 0512
BibRef
And:
A Novel Palm-Line Detector,
AVBPA05(563).
Springer DOI 0509
BibRef

Sanchez-Reillo, R.[Raul], Sanchez-Avila, C.[Carmen], Gonzalez-Marcos, A.[Ana],
Biometric Identification through Hand Geometry Measurements,
PAMI(22), No. 10, October 2000, pp. 1168-1171.
IEEE DOI 0011
Finger widths (4 each), hand width, thickness, etc. BibRef

Sanchez-Reillo, R.[Raul], Sanchez-Avila, C.[Carmen],
RBF Neural Networks for Hand-Based Biometric Recognition,
AVBPA01(330).
Springer DOI 0310
BibRef

Duta, N.[Nicolae], Jain, A.K.[Anil K.], Mardia, K.V.[Kanti V.],
Matching of Palmprints,
PRL(23), No. 4, February 2002, pp. 477-485.
Elsevier DOI 0202
BibRef

Duta, N.[Nicolae],
A survey of biometric technology based on hand shape,
PR(42), No. 11, November 2009, pp. 2797-2806.
Elsevier DOI 0907
Biometric systems; Hand shape; Hand geometry BibRef

Jain, A.K.[Anil K.], Duta, N.[Nicolae],
Deformable Matching of Hand Shapes for User Verification,
ICIP99(II:857-861).
IEEE DOI BibRef 9900

Jain, A.K., Ross, A., Pankanti, S.,
A Prototype Hand Geometry-Based Verification System,
AVBPA99(xx-yy). BibRef 9900

Liu, E.[Eryun], Jain, A.K.[Anil K.], Tian, J.[Jie],
A Coarse to Fine Minutiae-Based Latent Palmprint Matching,
PAMI(35), No. 10, 2013, pp. 2307-2322.
IEEE DOI 1309
Algorithm design and analysis. Apply Livescan palmprint technology to latents. Much larger number of points and much larger area than fingerprints. Local feature clustering. BibRef

Han, C.C.[Chin-Chuan], Cheng, H.L.[Hsu-Liang], Lin, C.L.[Chih-Lung], Fan, K.C.[Kuo-Chin],
Personal authentication using palm-print features,
PR(36), No. 2, February 2003, pp. 371-381.
Elsevier DOI 0211
BibRef

Lin, C.L.[Chih-Lung], Chuang, T.C.[Thomas C.], Fan, K.C.[Kuo-Chin],
Palmprint verification using hierarchical decomposition,
PR(38), No. 12, December 2005, pp. 2639-2652.
Elsevier DOI 0510

See also Biometric Verification Using Thermal Images of Palm-Dorsa Vein Patterns. BibRef

Li, W.X.[Wen-Xin], Zhang, D.[David], Xu, Z.Q.[Zhuo-Qun],
Image alignment based on invariant features for palmprint identification,
SP:IC(18), No. 5, May 2003, pp. 373-379.
Elsevier DOI 0304
BibRef

Lu, G.M.[Guang-Ming], Zhang, D.[David], Wang, K.Q.[Kuan-Quan],
Palmprint recognition using eigenpalms features,
PRL(24), No. 9-10, June 2003, pp. 1463-1467.
Elsevier DOI 0304
BibRef

Wu, X.Q.[Xiang-Qian], Zhang, D.[David], Wang, K.Q.[Kuan-Quan],
Fisherpalms based palmprint recognition,
PRL(24), No. 15, November 2003, pp. 2829-2838.
Elsevier DOI 0308
BibRef

Dai, Q.Y.[Qing-Yun], Bi, N.[Ning], Huang, D., Zhang, D., Li, F.[Feng],
M-band wavelets application to palmprint recognition based on texture features,
ICIP04(II: 893-896).
IEEE DOI 0505
BibRef

Zhang, D.D.,
Palmprint Authentication,
Springer2004. ISBN 1-4020-8096-4,
HTML Version. Ebook version:
HTML Version. Buy this book: Palmprint Authentication (KLUWER INTERNATIONAL SERIES ON BIOMETRICS) BibRef 0400

Jing, X.Y.[Xiao-Yuan], Zhang, D.[David],
A Face and Palmprint Recognition Approach Based on Discriminant DCT Feature Extraction,
SMC-B(34), No. 6, December 2004, pp. 2405-2415.
IEEE Abstract. 0412

See also Face Recognition Based on Discriminant Fractional Fourier Feature Extraction. BibRef

Jing, X.Y.[Xiao-Yuan], Li, S.[Sheng], Zhang, D.[David], Lan, C.[Chao], Yang, J.Y.[Jing-Yu],
Optimal subset-division based discrimination and its kernelization for face and palmprint recognition,
PR(45), No. 10, October 2012, pp. 3590-3602.
Elsevier DOI 1206
Optimal subset-division; Discriminant analysis; Improved stability criterion; Kernel method; Face recognition; Palmprint recognition
See also Face Feature Extraction and Recognition Based on Discriminant Subclass-Center Manifold Preserving Projection.
See also Face recognition based on local uncorrelated and weighted global uncorrelated discriminant transforms. BibRef

Wu, X.Q.[Xiang-Qian], Wang, K.Q.[Kuan-Quan], Zhang, D.,
Fuzzy directional element energy feature (FDEEF) based palmprint identification,
ICPR02(I: 95-98).
IEEE DOI 0211
BibRef

Wu, X.Q.[Xiang-Qian], Zhang, D., Wang, K.Q.[Kuan-Quan],
Palm line extraction and matching for personal authentication,
SMC-A(36), No. 5, September 2006, pp. 978-987.
IEEE DOI 0609
BibRef

Oden, C.[Cenker], Ercil, A.[Aytul], Buke, B.[Burak],
Combining implicit polynomials and geometric features for hand recognition,
PRL(24), No. 13, September 2003, pp. 2145-2152.
Elsevier DOI 0307
BibRef

Öden, C.[Cenker], Erçil, A.[Aytül], Yldz, V.T.[Vedat Taylan], Krmzta, H.[Hikmet], Büke, B.[Burak],
Hand Recognition Using Implicit Polynomials and Geometric Features,
AVBPA01(336).
Springer DOI 0310
BibRef

Han, C.C.[Chin-Chuan],
A hand-based personal authentication using a coarse-to-fine strategy,
IVC(22), No. 11, 20 September 2004, pp. 909-918.
Elsevier DOI 0409
BibRef

Ribaric, S., Fratric, I.,
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features,
PAMI(27), No. 11, November 2005, pp. 1698-1709.
IEEE DOI 0510
BibRef

Wu, X.Q.[Xiang-Qian], Wang, K.Q.[Kuan-Quan], Zhang, F.M.[Feng-Miao], Zhang, D.,
Fusion of Phase And Orientation Information for Palmprint Authentication,
ICIP05(II: 29-32).
IEEE DOI 0512
BibRef

Yörük, E.[Erdem], Dutagaci, H.[Helin], Sankur, B.[Bülent],
Hand biometrics,
IVC(24), No. 5, 1 May 2006, pp. 483-497.
Elsevier DOI Principal component analysis and independent component analysis; Registration for deformable shapes; Distance transform 0606
BibRef

Yörük, E.[Erdem], Konukoglu, E., Sankur, B.[Bülent], Darbon, J.,
Shape-Based Hand Recognition,
IP(15), No. 7, July 2006, pp. 1803-1815.
IEEE DOI 0606
BibRef

Kumar, A.[Ajay], Wong, D.C.M.[David C.M.], Shen, H.C.[Helen C.], Jain, A.K.[Anil K.],
Personal authentication using hand images,
PRL(27), No. 13, 1 October 2006, pp. 1478-1486.
Elsevier DOI 0606
BibRef
Earlier:
Personal Verification Using Palmprint and Hand Geometry Biometric,
AVBPA03(668-678).
Springer DOI 0310
verification; Palmprint verification; Hand geometry; Information fusion BibRef

Poon, C.[Carmen], Wong, D.C.M.[David C. M.], Shen, H.C.[Helen C.],
Personal Identification and Verification: Fusion of Palmprint Representations,
ICBA04(782-788).
Springer DOI 0505
BibRef

Poon, C., Wong, D.C.M., Shen, H.C.,
A new method in locating and segmenting palmprint into region-of-interest,
ICPR04(IV: 533-536).
IEEE DOI 0409
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.[David], Lu, G.M.[Guang-Ming],
A Study of Identical Twins' Palmprints for Personal Authentication,
PR(39), No. 11, November 2006, pp. 2149-2156.
Elsevier DOI 0608
BibRef
Earlier: ICB06(668-674).
Springer DOI 0601
Identical twins; Personal identification BibRef

Kumar, A.[Ajay], Zhang, D.[David],
Personal Recognition Using Hand Shape and Texture,
IP(15), No. 8, August 2006, pp. 2454-2461.
IEEE DOI 0606
BibRef
Earlier:
Biometric Recognition Using Feature Selection and Combination,
AVBPA05(813).
Springer DOI 0509
BibRef

Kumar, A.[Ajay], Zhang, D.[David],
Integrating Shape And Texture For Hand Verification,
IJIG(6), No. 1, January 2006, pp. 101-113. 0601
BibRef

Kumar, A.[Ajay], Zhang, D.[David],
User Authentication Using Fusion Of Face And Palmprint,
IJIG(9), No. 2, April 2009, pp. 251-270. 0905
BibRef
Earlier:
Combining Fingerprint, Palmprint and Hand-Shape for User Authentication,
ICPR06(IV: 549-552).
IEEE DOI 0609
BibRef

Morales, A.[Aythami], Kumar, A.[Ajay], Ferrer, M.A.[Miguel A.],
Interdigital palm region for biometric identification,
CVIU(142), No. 1, 2016, pp. 125-133.
Elsevier DOI 1512
BibRef
Earlier:
Incorporating color information for reliable palmprint authentication,
ICIP11(3193-3196).
IEEE DOI 1201
BibRef

Kumar, A.[Ajay],
Incorporating Cohort Information for Reliable Palmprint Authentication,
ICCVGIP08(583-590).
IEEE DOI 0812
BibRef

Kong, A.W.K.[Adams W.K.], Zhang, D.[David], Kamel, M.[Mohamed],
Analysis of Brute-Force Break-Ins of a Palmprint Authentication System,
SMC-B(36), No. 5, October 2006, pp. 1201-1205.
IEEE DOI 0609
Evaluation, Palmprints. BibRef

Cheung, K.H.[King-Hong], Kong, A.W.K.[Adams W.K.], Zhang, D.[David], Kamel, M.[Mohamed], You, J.[Jane],
Does EigenPalm work? A System and Evaluation Perspective,
ICPR06(IV: 445-448).
IEEE DOI 0609
BibRef

Hu, D.[Dewen], Feng, G.Y.[Gui-Yu], Zhou, Z.T.[Zong-Tan],
Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition,
PR(40), No. 1, January 2007, pp. 339-342.
Elsevier DOI 0611
BibRef
Earlier: Reply PR(41), No. 4, April 2008, pp. 1427.
Elsevier DOI 0801
Locality preserving projections (LPP); Principal component analysis (PCA); Linear discriminant analysis (LDA); Palmprint recognition
See also Comment on: Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition. BibRef

Savic, T.[Tadej], Pavesic, N.[Nikola],
Personal recognition based on an image of the palmar surface of the hand,
PR(40), No. 11, November 2007, pp. 3152-3163.
Elsevier DOI 0707
Biometrics; Personal recognition; Multimodal systems; Score normalization; Fusion; Fingerprint; Palmprint; Digitprint; Hand-geometry BibRef

Jing, X.Y.[Xiao-Yuan], Yao, Y.F.[Yong-Fang], Zhang, D.[David], Yang, J.Y.[Jing-Yu], Li, M.[Miao],
Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition,
PR(40), No. 11, November 2007, pp. 3209-3224.
Elsevier DOI 0707
Multi-modal biometric; Small sample biometric recognition; Face and palmprint; Pixel level fusion; Gabor transform; Kernel discriminative common vectors (KDCV); Radial base function (RBF) network; KDCV-RBF classifier BibRef

Yang, J.[Jian], Zhang, D.[David], Yang, J.Y.[Jing-Yu],
'Non-locality' Preserving Projection and Its Application to Palmprint Recognition,
ICARCV06(1-4).
IEEE DOI 0612
BibRef

Hu, Z.[Zilan],
Comment on: 'Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition',
PR(41), No. 4, April 2008, pp. 1426.
Elsevier DOI 0801

See also Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition. BibRef

Adan, M.[Miguel], Adan, A.[Antonio], Vazquez, A.S.[Andres S.], Torres, R.[Roberto],
Biometric verification/identification based on hands natural layout,
IVC(26), No. 4, April 2008, pp. 451-465.
Elsevier DOI 0711
Biometric systems; Security; Hand geometry; Invariant features; Similarity BibRef

Nanni, L.[Loris], Lumini, A.[Alessandra],
A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers,
PRL(29), No. 9, 1 July 2008, pp. 1344-1350.
Elsevier DOI 0711
Fingerprint; Palm; Multi-modal fusion; Pseudo-random numbers; BioHashing
See also hybrid wavelet-based fingerprint matcher, A. BibRef

Pan, X.[Xin], Ruan, Q.Q.[Qiu-Qi],
Palmprint Recognition with Improved Two-Dimensional Locality Preserving Projections,
IVC(26), No. 9, 1 September 2008, pp. 1261-1268.
Elsevier DOI 0806
Two-dimensional locality preserving projections (2DLPP); Two-dimensional principle component analyses (2DPCA); Palmprint recognition; Gabor features
See also Independent Gabor Analysis of Multiscale Total Variation-Based Quotient Image. BibRef

Pan, X.[Xin], Ruan, Q.Q.[Qiu-Qi], Wang, Y.X.[Yan-Xia],
An Improved 2DLPP Method on Gabor Features for Palmprint Recognition,
ICIP07(II: 413-416).
IEEE DOI 0709
BibRef
Earlier: A3, A2, Only:
Kernel Fisher Discriminant Analysis for Palmprint Recognition,
ICPR06(IV: 457-460).
IEEE DOI 0609
BibRef

Kharma, N.[Nawwaf], Suen, C.Y.[Ching Y.], Guo, P.F.[Pei F.],
Palmprints: A Cooperative Co-evolutionary Algorithm For Clustering Hand Images,
IJIG(5), No. 3, July 2005, pp. 595-616. 0507
BibRef

Shu, W.[Wei], Rong, G.[Gang], Bian, Z.Q.[Zhao-Qi], Zhang, D.[David],
Automatic Palmprint Verification,
IJIG(1), No. 1, January 2001, pp. 135-151. 0101
BibRef

Amayeh, G.[Gholamreza], Bebis, G.N.[George N.], Erol, A.[Ali], Nicolescu, M.[Mircea],
Hand-based verification and identification using palm-finger segmentation and fusion,
CVIU(113), No. 4, April 2009, pp. 477-501.
Elsevier DOI 0903
BibRef
Earlier:
A Component-Based Approach to Hand Verification,
Biometrics07(1-8).
IEEE DOI 0706
Biometrics; Hand-based verification; Hand-based recognition; Fusion; PCA; Majority voting; SVMs BibRef

Amayeh, G.[Gholamreza], Bebis, G.N.[George N.], Nicolescu, M.[Mircea],
Improving hand-based verification through online finger template update based on fused confidences,
BTAS09(1-6).
IEEE DOI 0909
BibRef

Zhang, D.[David], Lu, G.M.[Guang-Ming], Li, W.[Wei], Zhang, L.[Lei], Luo, N.[Nan],
Palmprint Recognition Using 3-D Information,
SMC-C(39), No. 5, September 2009, pp. 505-519.
IEEE DOI 0909
BibRef
Earlier:
Three Dimensional Palmprint Recognition using Structured Light Imaging,
BTAS08(1-6).
IEEE DOI 0809
BibRef

Li, W.[Wei], Zhang, D.[David], Lu, G.M.[Guang-Ming], Luo, N.[Nan],
A Novel 3-D Palmprint Acquisition System,
SMC-A(42), No. 2, March 2012, pp. 443-452.
IEEE DOI 1203
BibRef

Li, W.[Wei], Zhang, D.[David], Zhang, L.[Lei], Lu, G.M.[Guang-Ming], Yan, J.,
3-D Palmprint Recognition With Joint Line and Orientation Features,
SMC-C(41), No. 2, March 2011, pp. 274-279.
IEEE DOI 1103
BibRef

Zhang, D.[David], Kanhangad, V.[Vivek], Luo, N.[Nan], Kumar, A.[Ajay],
Robust palmprint verification using 2D and 3D features,
PR(43), No. 1, January 2010, pp. 358-368.
Elsevier DOI 0909
BibRef
Earlier: A2, A4, A1, Only:
Combining 2D and 3D hand geometry features for biometric verification,
Biometrics09(39-44).
IEEE DOI 0906
Biometrics; Palmprint verification; 3D palmprint features; Gabor features; Multilevel matching BibRef

Kanhangad, V.[Vivek], Kumar, A.[Ajay], Zhang, D.[David],
Contactless and Pose Invariant Biometric Identification Using Hand Surface,
IP(20), No. 5, May 2011, pp. 1415-1424.
IEEE DOI 1104
BibRef
Earlier:
Human hand identification with 3D hand pose variations,
Biometrics10(17-21).
IEEE DOI 1006
BibRef

Kumar, A.[Ajay], Zhang, D.[David],
Incorporating user quality for performance improvement in hand identification,
ICARCV08(1133-1136).
IEEE DOI 1109
BibRef

Guo, Z.H.[Zhen-Hua], Zhang, L.[Lei], Zhang, D.[David],
Feature Band Selection for Multispectral Palmprint Recognition,
ICPR10(1136-1139).
IEEE DOI 1008
BibRef

Guo, Z.H.[Zhen-Hua], Zhang, D.[David], Zhang, L.[Lei], Zuo, W.M.[Wang-Meng],
Palmprint verification using binary orientation co-occurrence vector,
PRL(30), No. 13, 1 October 2009, pp. 1219-1227.
Elsevier DOI 0909
Palmprint recognition; Biometrics; Orientation code; Gabor filter BibRef

Zhang, L.[Lei], Guo, Z.H.[Zhen-Hua], Wang, Z.[Zhou], Zhang, D.[David],
Palmprint Verification using Complex Wavelet Transform,
ICIP07(II: 417-420).
IEEE DOI 0709
BibRef

Chen, X.H.[Xiao-Hua], Li, C.Z.[Chun-Zhi],
Cross-band fusion by energy weight as solution to illumination and arch restrictions in palm-print recognition,
IJIST(19), No. 4, December 2009, pp. 350-355.
DOI Link 0912
BibRef

Chen, G.Y., Kegl, B.,
Invariant pattern recognition using contourlets and AdaBoost,
PR(43), No. 3, March 2010, pp. 579-583.
Elsevier DOI 1001
Palmprint classification; Wavelets; Contourlets; Feature extraction; AdaBoost BibRef

Chen, G.Y., Bui, T.D., Krzyzak, A.,
Palmprint Classification using Dual-Tree Complex Wavelets,
ICIP06(2645-2648).
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Masood, H.[Hassan], Asim, M.[Mohammad], Mumtaz, M.[Mustafa], Mansoor, A.B.[Atif Bin],
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Mansoor, A.B.[Atif Bin], Masood, H.[Hassan], Mumtaz, M.[Mustafa], Shabbir, S.[Sameem], Khan, S.A.[Shoab A.],
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SMC-B(42), No. 3, June 2012, pp. 956-962.
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IET-CV(6), No. 3, 2012, pp. 165-173.
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Hu, R.X.[Rong-Xiang], Jia, W.[Wei], Zhang, D.[David], Gui, J.[Jie], Song, L.T.[Liang-Tu],
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PR(45), No. 9, September 2012, pp. 3348-3359.
Elsevier DOI 1206
Biometrics; Hand shape; Identification; Verification; Shape contexts BibRef

Zhang, L., Li, H., Niu, J.,
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SPLetters(19), No. 10, October 2012, pp. 663-666.
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Prasad, S.M., Govindan, V.K., Sathidevi, P.S.,
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IET-IPR(6), No. 6, 2012, pp. 668-676.
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PRL(34), No. 9, July 2013, pp. 955-962.
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AAM based palm segmentation; Palm model; Performance metrics for model based segmentation; Margin width metric; Palm database BibRef

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Laadjel, M., Bouridane, A., Nibouche, O., Kurugollu, F., Al-Maadeed, S.,
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Laadjel, M., Kurugollu, F., Bouridane, A., Boussakta, S.,
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Robust Biometric System Using Palmprint for Personal Verification,
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IPTA08(1-8).
IEEE DOI 0811
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Srinivas, B.[Badrinath], Kachi, N.[Naresh], Gupta, P.[Phalguni],
Palmprint based Verification System Robust to Occlusion using Low-order Zernike Moments of Sub-image,
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Raghavendra, R., Busch, C.[Christoph],
Novel image fusion scheme based on dependency measure for robust multispectral palmprint recognition,
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Biometrics BibRef

Jia, W.[Wei], Hu, R.X.[Rong-Xiang], Lei, Y.K.[Ying-Ke], Zhao, Y.[Yang], Gui, J.[Jie],
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SMCS(44), No. 3, March 2014, pp. 385-395.
IEEE DOI 1404
feature extraction BibRef

Wang, R., Ramos, D., Veldhuis, R.N.J., Fierrez, J., Spreeuwers, L.J., Xu, H.,
Regional fusion for high-resolution palmprint recognition using spectral minutiae representation,
IET-Bio(3), No. 2, June 2014, pp. 94-100.
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Xu, Y.[Yong], Fei, L.[Lunke], Zhang, D.,
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IP(24), No. 2, February 2015, pp. 549-559.
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image fusion BibRef

Fei, L., Zhang, B., Xu, Y., Yan, L.,
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feature extraction BibRef

Xu, Y.[Yong], Fei, L.[Lunke], Wen, J., Zhang, D.,
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IEEE DOI 1801
Algorithm design and analysis, Binary codes, Biometrics (access control), Encoding, Feature extraction, robust orientation extraction BibRef

Tamrakar, D.[Deepti], Khanna, P.[Pritee],
Palmprint verification with XOR-SUM Code,
SIViP(9), No. 3, March 2015, pp. 535-542.
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Leng, L.[Lu], Teoh, A.B.J.[Andrew Beng Jin],
Alignment-free row-co-occurrence cancelable palmprint Fuzzy Vault,
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Palmprint fuzzy vault BibRef

Latha, Y.L.M.[Y. L. Malathi], Prasad, M.V.N.K.[Munaga V. N. K.], Sammulal, B.[Banoth],
Local Feature Integration Method Using Phase Congruency for Palm Print Authentication,
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Zhang, L., Shen, Y., Li, H., Lu, J.,
3D Palmprint Identification Using Block-Wise Features and Collaborative Representation,
PAMI(37), No. 8, August 2015, pp. 1730-1736.
IEEE DOI 1507
Collaboration
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Carreira, L., Singh, S., Lobato Correia, P., Ducla Soares, L.,
Personal identification from degraded and incomplete high resolution palmprints,
IET-Bio(4), No. 2, 2015, pp. 53-61.
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Fei, L.[Lunke], Xu, Y.[Yong], Tang, W.L.[Wen-Liang], Zhang, D.[David],
Double-orientation code and nonlinear matching scheme for palmprint recognition,
PR(49), No. 1, 2016, pp. 89-101.
Elsevier DOI 1511
Biometric BibRef

Luo, Y.T.[Yue-Tong], Zhao, L.Y.[Lan-Ying], Zhang, B.[Bob], Jia, W.[Wei], Xue, F.[Feng], Lu, J.T.[Jing-Ting], Zhu, Y.H.[Yi-Hai], Xu, B.Q.[Bing-Qing],
Local line directional pattern for palmprint recognition,
PR(50), No. 1, 2016, pp. 26-44.
Elsevier DOI 1512
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Elsevier DOI 1609
Biometrics BibRef

Wu, X.Q.[Xiang-Qian], Zhao, Q.S.[Qiu-Shi],
Deformed Palmprint Matching Based on Stable Regions,
IP(24), No. 12, December 2015, pp. 4978-4989.
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image matching BibRef

Fei, L.[Lunke], Xu, Y.[Yong], Zhang, D.[David],
Half-orientation extraction of palmprint features,
PRL(69), No. 1, 2016, pp. 35-41.
Elsevier DOI 1601
Biometric Comments
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Zheng, Q.[Qian], Kumar, A.[Ajay], Pan, G.[Gang],
A 3D Feature Descriptor Recovered from a Single 2D Palmprint Image,
PAMI(38), No. 6, June 2016, pp. 1272-1279.
IEEE DOI 1605
Biometrics (access control) BibRef

Tamrakar, D.[Deepti], Khanna, P.[Pritee],
Kernel discriminant analysis of Block-wise Gaussian Derivative Phase Pattern Histogram for palmprint recognition,
JVCIR(40, Part B), No. 1, 2016, pp. 432-448.
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SMCS(46), No. 11, November 2016, pp. 1481-1491.
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Li, G.[Gen], Kim, J.H.[Jai-Hie],
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Biometrics BibRef

Guo, X.M.[Xiu-Mei], Zhou, W.D.[Wei-Dong], Zhang, Y.L.[Yan-Li],
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Palmprint Recognition Based on Complete Direction Representation,
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IEEE DOI 1708
feature extraction, feature selection, image matching, learning (artificial intelligence), palmprint recognition, CDR extraction, CDR images, DR extraction, DR-based method, band-limited phase-only correlation, complete DR, complete direction representation, correlation filter, direction representation-based methods, feature selection, multiscale modified finite radon transformation, palmprint recognition, pattern matching, Correlation, Feature extraction, Frequency-domain analysis, Gabor filters, Image coding, Matched filters, Biometrics, complete direction representation, correlation filters, palmprint, recognition BibRef

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Fei, L.K.[Lun-Ke], Teng, S.H.[Shao-Hua], Wu, J.G.[Ji-Gang], Rida, I.[Imad],
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3D palmprint identification BibRef

Xie, Z.H.[Zhi-Huai], Guo, Z.H.[Zhen-Hua], Qian, C.S.[Cheng-Shan],
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SIViP(12), No. 6, September 2018, pp. 1035-1042.
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PR(87), 2019, pp. 237-247.
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Biometrics, 3D palmprint identification, Precision direction extraction, Compact surface type BibRef

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SMCS(49), No. 2, February 2019, pp. 346-363.
IEEE DOI 1901
Survey, Palmprint. Palmprint recognition, Feature extraction, Image resolution, Indexes, Image recognition, Hyperspectral imaging, high-resolution palmprint recognition BibRef

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IET-IPR(13), No. 5, 18 April 2019, pp. 736-745.
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Fei, L., Zhang, B., Xu, Y., Guo, Z., Wen, J., Jia, W.,
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IP(28), No. 8, August 2019, pp. 3808-3820.
IEEE DOI 1907
binary codes, convolutional codes, image classification, image coding, learning (artificial intelligence), biometrics BibRef

Zhou, L.J.[Li-Jian], Guo, H.[Han], Lin, S.S.[Shan-Shan], Hao, S.Y.[Si-Yuan], Zhao, K.[Kun],
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IET-IPR(13), No. 9, 18 July 2019, pp. 1470-1478.
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IVC(88), 2019, pp. 96-112.
Elsevier DOI 1908
Biometrics, Criminal and victim identification, Forensics, Wrist BibRef

Rida, I.[Imad], Herault, R.[Romain], Marcialis, G.L.[Gian Luca], Gasso, G.[Gilles],
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Elsevier DOI 1909
Biometrics, Palmprint, Random subspace method BibRef

Zhao, S.P.[Shu-Ping], Zhang, B.[Bob],
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Generic palmprint recognition, Deep discriminative networks, Deep discriminative feature, DDF-CRC BibRef

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Feature extraction, Heuristic algorithms, Principal component analysis, Noise measurement, Neural networks, principal lines BibRef

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Feature extraction, Palmprint recognition, Histograms, Indexes, Computer science, discriminant direction representation BibRef

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Feature extraction, Palmprint recognition, Databases, Neural networks, Training, Testing, Palmprint recognition, discriminative feature extraction BibRef

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Robust palmprint recognition, complete and discriminative direction feature, least squares regression BibRef

Liang, X., Zhang, D., Lu, G., Guo, Z., Luo, N.,
A Novel Multicamera System for High-Speed Touchless Palm Recognition,
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Cameras, Veins, Biometrics (access control), Databases, Image color analysis, Skin, Image segmentation, touchless palm recognition BibRef

Shao, H.K.[Hui-Kai], Zhong, D.X.[De-Xing],
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Feature extraction, Palmprint recognition, Training, Databases, Adaptation models, Task analysis, Data models, deep hashing network BibRef

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Building an Active Palmprint Recognition System,
ICIP19(1685-1689)
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Biometrics, Palmprint Recognition, Active Learning, Information Security BibRef

Shao, H.K.[Hui-Kai], Zhong, D.X.[De-Xing], Du, X.,
Cross-Domain Palmprint Recognition Based on Transfer Convolutional Autoencoder,
ICIP19(1153-1157)
IEEE DOI 1910
palmprint recognition, cross-domain, transfer autoencoder, uncontrolled database BibRef

Du, X., Zhong, D.X.[De-Xing], Shao, H.K.[Hui-Kai],
Continual Palmprint Recognition Without Forgetting,
ICIP19(1158-1162)
IEEE DOI 1910
Biometrics, Palmprint recognition, Continual learning, Information security BibRef

Du, X.F.[Xue-Feng], Zhong, D.[Dexing], Shao, H.[Huikai],
Cross-Domain Palmprint Recognition via Regularized Adversarial Domain Adaptive Hashing,
CirSysVideo(31), No. 6, June 2021, pp. 2372-2385.
IEEE DOI 2106
Palmprint recognition, Training, Feature extraction, Image recognition, Fingerprint recognition, Adaptation models, deep hashing network BibRef

Shao, H.[Huikai], Zhong, D.[Dexing], Du, X.F.[Xue-Feng],
A deep biometric hash learning framework for three advanced hand-based biometrics,
IET-Bio(10), No. 3, 2021, pp. 246-259.
DOI Link 2106
BibRef

Dvorák, M.[Michal], Drahanský, M.[Martin], Abdulla, W.H.[Waleed H.],
On the fly biometric identification system using hand-geometry,
IET-Bio(10), No. 3, 2021, pp. 315-325.
DOI Link 2106
BibRef

Fei, L.K.[Lun-Ke], Zhang, B.[Bob], Zhang, L.[Lin], Jia, W.[Wei], Wen, J.[Jie], Wu, J.G.[Ji-Gang],
Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm,
MultMed(23), 2021, pp. 2930-2942.
IEEE DOI 2109
Feature extraction, Training, Palmprint recognition, Learning systems, Binary codes, Machine learning, compact binary code BibRef

Ito, K.[Koichi], Suzuki, Y.[Yusei], Kawai, H.[Hiroya], Aoki, T.[Takafumi], Fujio, M.[Masakazu], Kaga, Y.[Yosuke], Takahashi, K.[Kenta],
HandSegNet: Hand segmentation using convolutional neural network for contactless palmprint recognition,
IET-Bio(11), No. 2, 2022, pp. 109-123.
DOI Link 2202
BibRef

Jing, K.L.[Kun-Lei], Zhang, X.[Xinman], Xu, X.B.[Xue-Bin],
Double-Laplacian Mixture-Error Model-Based Supervised Group-Sparse Coding for Robust Palmprint Recognition,
CirSysVideo(32), No. 5, May 2022, pp. 3125-3140.
IEEE DOI 2205
Encoding, Palmprint recognition, Robustness, Contamination, Sparse matrices, Optimization, Feature extraction, nonconvex constrained problem BibRef

Jia, W.[Wei], Ren, Q.[Qiang], Zhao, Y.[Yang], Li, S.[Shujie], Min, H.[Hai], Chen, Y.X.[Yan-Xiang],
EEPNet: An efficient and effective convolutional neural network for palmprint recognition,
PRL(159), 2022, pp. 140-149.
Elsevier DOI 2206
Biometrics, Mobile device, Palmprint recognition, Convolutional neural network lightweight neural network BibRef

Shen, L.[Lei], Zhang, Y.Y.[Ying-Yi], Zhao, K.[Kai], Zhang, R.X.[Rui-Xin], Shen, W.[Wei],
Distribution alignment for cross-device palmprint recognition,
PR(132), 2022, pp. 108942.
Elsevier DOI 2209
Palmprint recognition, Deep learning, Loss function, Biometric recognition, Person Reidentification BibRef

Liang, X.[Xu], Li, Z.Q.[Zhao-Qun], Fan, D.D.[Dan-Dan], Zhang, B.[Bob], Lu, G.M.[Guang-Ming], Zhang, D.[David],
Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment,
SMCS(52), No. 10, October 2022, pp. 6464-6476.
IEEE DOI 2209
Palmprint recognition, Cameras, Convolutional neural networks, Distance measurement, Imaging, Image sensors, Feature extraction, ranging sensor calibration BibRef

Liu, C.C.[Cheng-Cheng], Zhong, D.[Dexing], Shao, H.[Huikai],
Data Protection in Palmprint Recognition via Dynamic Random Invisible Watermark Embedding,
CirSysVideo(32), No. 10, October 2022, pp. 6927-6940.
IEEE DOI 2210
Watermarking, Biometrics (access control), Feature extraction, Task analysis, Palmprint recognition, Biological system modeling, watermark embedding BibRef

Li, M.W.[Meng-Wen], Wang, H.[Huabin], Liu, H.[Huaiyu], Meng, Q.Q.[Qian-Qian],
Palmprint recognition based on the line feature local tri-directional patterns,
IET-Bio(11), No. 6, 2022, pp. 570-580.
DOI Link 2212
BibRef

Yulin, F.[Feng], Kumar, A.[Ajay],
BEST: Building evidences from scattered templates for accurate contactless palmprint recognition,
PR(138), 2023, pp. 109422.
Elsevier DOI 2303
Contactless palmprint matching, Cross-sensor palmprint matching, Personal identification, Biometrics BibRef

Yang, X.M.[Xiao-Meng], Xie, J.F.[Jun-Feng], Liu, R.[Ren], Mo, F.[Fan], Zeng, J.[Junze],
Centroid Extraction of Laser Spots Captured by Infrared Detectors Combining Laser Footprint Images and Detector Observation Data,
RS(15), No. 8, 2023, pp. 2129.
DOI Link 2305
BibRef

Su, L.[Le], Fei, L.[Lunke], Zhao, S.P.[Shu-Ping], Wen, J.[Jie], Zhu, J.[Jian], Teng, S.H.[Shao-Hua],
Learning modality-invariant binary descriptor for crossing palmprint to palm-vein recognition,
PRL(172), 2023, pp. 1-7.
Elsevier DOI 2309
Biometrics, Palmprint recognition, Palm-vein recognition, Joint binary feature learning BibRef

Wang, Y.[Yao], Fei, L.[Lunke], Zhao, S.P.[Shu-Ping], Zhu, Q.[Qi], Wen, J.[Jie], Jia, W.[Wei], Rida, I.[Imad],
Dense Hybrid Attention Network for Palmprint Image Super-Resolution,
SMCS(54), No. 4, April 2024, pp. 2590-2602.
IEEE DOI 2403
Representation learning, Feature extraction, Transformers, Image reconstruction, Convolution, Palmprint recognition, super-resolution (SR) BibRef

Zhao, S.P.[Shu-Ping], Fei, L.[Lunke], Zhang, B.[Bob], Wen, J.[Jie], Zhao, P.[Pengyang],
Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition,
IP(33), 2024, pp. 3328-3340.
IEEE DOI 2405
Tensors, Feature extraction, Correlation, Character recognition, Noise, Databases, Interference, Multi-view learning, consensus representation BibRef

Fan, D.D.[Dan-Dan], Liang, X.[Xu], Zhang, C.S.[Chun-Sheng], Jia, W.[Wei], Zhang, D.[David],
AMGNet: Aligned Multilevel Gabor Convolution Network for Palmprint Recognition,
CirSysVideo(34), No. 6, June 2024, pp. 4175-4189.
IEEE DOI 2406
Feature extraction, Gabor filters, Palmprint recognition, Convolution, Deep learning, Codes, benchmark datasets BibRef

Su, L.[Le], Fei, L.[Lunke], Zhang, B.[Bob], Zhao, S.P.[Shu-Ping], Wen, J.[Jie], Xu, Y.[Yong],
Complete Region of Interest for Unconstrained Palmprint Recognition,
IP(33), 2024, pp. 3662-3675.
IEEE DOI 2406
Palmprint recognition, Feature extraction, Imaging, Image recognition, Crops, Convolution, Learning systems, Biometrics, triple-attention BibRef

Fan, D.D.[Dan-Dan], Liang, X.[Xu], Jia, W.[Wei], Zhang, D.[David],
Toward Large-Scale Palmprint Image Analysis by a Rich Orientation Code,
SMCS(54), No. 7, July 2024, pp. 4113-4125.
IEEE DOI 2406
Palmprint recognition, Feature extraction, Codes, Data mining, Databases, Lighting, Light sources, Biometrics, palm lines BibRef

Yan, L.C.[Li-Cheng], Wang, F.[Fei], Leng, L.[Lu], Teoh, A.B.J.[Andrew Beng Jin],
Toward comprehensive and effective palmprint reconstruction attack,
PR(155), 2024, pp. 110655.
Elsevier DOI 2408
Palmprint recognition, Reconstruction attack, Double reuse training strategy, Generative adversarial network BibRef

Baisa, N.L.[Nathanael L.],
Local-aware global attention network for person re-identification based on body and hand images,
JVCIR(103), 2024, pp. 104207.
Elsevier DOI 2409
Person re-identification, Deep representation learning, Attention mechanisms, Global features, Part-level features BibRef

Baisa, N.L.[Nathanael L.], Williams, B.[Bryan], Rahmani, H.[Hossein], Angelov, P.[Plamen], Black, S.[Sue],
Multi-Branch with Attention Network for Hand-Based Person Recognition,
ICPR22(727-732)
IEEE DOI 2212
Representation learning, Image recognition, Source coding, Green products, Pattern matching, Identification of persons BibRef

Shao, H.[Huikai], Li, P.X.[Peng-Xu], Zhong, D.[Dexing],
Generating Stylized Features for Single-Source Cross-Dataset Palmprint Recognition With Unseen Target Dataset,
IP(33), 2024, pp. 4911-4922.
IEEE DOI Code:
WWW Link. 2409
Feature extraction, Palmprint recognition, Training, Diversity reception, Semantics, Data mining, Accuracy, Biometrics, authentication BibRef

Yang, Z.Y.[Zi-Yuan], Teoh, A.B.J.[Andrew Beng Jin], Zhang, B.[Bob], Leng, L.[Lu], Zhang, Y.[Yi],
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification,
IJCV(132), No. 10, October 2024, pp. 4253-4268.
Springer DOI 2410
BibRef

Wu, Y.H.[Yi-Hang], Hu, J.L.[Jun-Lin],
Deep and Shallow Feature Fusion in Feature Score Level for Palmprint Recognition,
IET-Bio(2024), No. 1, 2024, pp. 5683547.
DOI Link 2411
deep feature, feature fusion, palmprint recognition, shallow feature BibRef

Shen, L.[Lei], Jin, J.L.[Jian-Long], Zhang, R.X.[Rui-Xin], Li, H.[Huaen], Zhao, K.[Kai], Zhang, Y.Y.[Ying-Yi], Zhang, J.Y.[Jing-Yun], Ding, S.H.[Shou-Hong], Zhao, Y.[Yang], Jia, W.[Wei],
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition,
ICCV23(19548-19559)
IEEE DOI 2401
BibRef

Yao, D.Y.[Ding-Yi], Shao, H.K.[Hui-Kai], Zhong, D.X.[De-Xing],
Palmprint Anti-Spoofing Based on Domain-Adversarial Training and Online Triplet Mining,
ICIP23(1235-1239)
IEEE DOI 2312
BibRef

Zhao, K.[Kai], Shen, L.[Lei], Zhang, Y.Y.[Ying-Yi], Zhou, C.H.[Chu-Han], Wang, T.[Tao], Zhang, R.X.[Rui-Xin], Ding, S.H.[Shou-Hong], Jia, W.[Wei], Shen, W.[Wei],
BézierPalm: A Free Lunch for Palmprint Recognition,
ECCV22(XIII:19-36).
Springer DOI 2211
BibRef

Baisa, N.L.[Nathanael L.], Williams, B.[Bryan], Rahmani, H.[Hossein], Angelov, P.[Plamen], Black, S.[Sue],
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning,
IPTA22(1-6)
IEEE DOI 2206
Representation learning, Image recognition, Pose estimation, Compounds, Identification of persons, Person identification, Part-level features BibRef

Tuesta-Monteza, V.A.[Victor A.], Cespedes-Ordoñez, B.N.[Barny N.], Mejia-Cabrera, H.I.[Heber I.], Forero, M.G.[Manuel G.],
Development of a Method for Identifying People by Processing Digital Images from Handprint,
MCPR21(231-239).
Springer DOI 2108
BibRef

Fei, L.[Lunke], Qin, J.Y.[Jian-Yang], Liu, P.[Peng], Wen, J.[Jie], Tian, C.W.[Chun-Wei], Zhang, B.[Bob], Zhao, S.P.[Shu-Ping],
Jointly Learning Multiple Curvature Descriptor for 3D Palmprint Recognition,
ICPR21(302-308)
IEEE DOI 2105
Palmprint recognition, Databases, Collaboration, Binary codes, Feature extraction BibRef

Ajij, M., Roy, D.S., Pratihar, S.,
PIPP: Person Identification from Palm-surface Polygons,
IVCNZ19(1-6)
IEEE DOI 2004
feature extraction, palmprint recognition, COEP image datasets, publicly available palm-image datasets, biometric behavior, Palm-image processing BibRef

Gielczyk, A.[Agata], Marcialis, G.L.[Gian Luca], Choras, M.[Michal],
Binary Code for the Compact Palmprint Representation Using Texture Features,
CAIP19(II:132-142).
Springer DOI 1909
BibRef

Cheng, K.H.M., Kumar, A.,
Advancing Surface Feature Encoding and Matching for More Accurate 3D Biometric Recognition,
ICPR18(3501-3506)
IEEE DOI 1812
Shape, Feature extraction, Indexes, Hamming distance, Thumb, Biometrics, Feature Description, 3D Palmprint BibRef

Nibouche, O., Wang, H., Varadarajan, S., Scotney, B.,
A robust method for the recognition of palmprints,
AVSS17(1-5)
IEEE DOI 1806
feature extraction, image matching, minimisation, palmprint recognition, EER, Poly U database, Transforms BibRef

Mokni, R.[Raouia], Mezghani, A.[Anis], Drira, H.[Hassen], Kherallah, M.[Monji],
Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition,
PSIVT17(3-16).
Springer DOI 1802
BibRef

Liu, E.,
Infant Footprint Recognition,
ICCV17(1662-1669)
IEEE DOI 1802
convolution, feature extraction, fingerprint identification, image matching, neural nets, Vaccines BibRef

Stearns, L., Oh, U., Cheng, B.J., Findlater, L., Ross, D., Chellappa, R., Froehlich, J.E.,
Localization of skin features on the hand and wrist from small image patches,
ICPR16(1003-1010)
IEEE DOI 1705
Biometrics (access control), Cameras, Feature extraction, Histograms, Skin, Thumb, biometrics and computer vision applications, on-body input, skin, texture, classification BibRef

Svoboda, J., Masci, J., Bronstein, M.M.,
Palmprint recognition via discriminative index learning,
ICPR16(4232-4237)
IEEE DOI 1705
Face recognition, Indexes, Machine learning, Standards, Training BibRef

Fei, L., Wen, J.[Jie], Zhang, Z.[Zheng], Yan, K.[Ke], Zhong, Z.[Zuofeng],
Local multiple directional pattern of palmprint image,
ICPR16(3013-3018)
IEEE DOI 1705
Detectors, Encoding, Feature extraction, Image edge detection, Indexes, Pattern, recognition BibRef

Bao, X., Guo, Z.,
Extracting region of interest for palmprint by convolutional neural networks,
IPTA16(1-6)
IEEE DOI 1703
convolution BibRef

Jemaa, S.B., Hammami, M.,
Human Identification Based on the Palmar Surface of the Hand,
CGiV16(51-56)
IEEE DOI 1608
fingerprint identification BibRef

Shelton, J.[Joseph], Jenkins, J.[John], Roy, K.[Kaushik],
Palm Print Identification and Verification Using a Genetic-Based Feature Extraction Technique,
ICIAR16(63-68).
Springer DOI 1608
BibRef

Rani, A., Verma, M.[Manisha], Raman, B.[Balasubramanian],
Fusion of submanifold and local texture features for palmprint authentication,
VCIP15(1-4)
IEEE DOI 1605
Authentication BibRef

Chen, Y.S.[Yang-Sheng], Chen, Y.C.[Yu-Chun], Kao, P.Y.[Peng-Yuan], Shih, S.W.[Sheng-Wen], Hung, Y.P.[Yi-Ping],
Estimation of 3-D Foot Parameters Using Hand-Held RGB-D Camera,
IMEV14(407-418).
Springer DOI 1504
BibRef

de Paula Lemes, R.[Rubisley], Segundo, M.P.[Maurlcio Pamplona], Bellon, O.R.P.[Olga R.P.], Silva, L.[Luciano],
Dynamic Pore Filtering for Keypoint Detection Applied to Newborn Authentication,
ICPR14(1698-1703)
IEEE DOI 1412
Authentication Palm prints. BibRef

Shekar, B.H., Harivinod, N.,
Multispectral palmprint matching based on joint sparse representation,
NCVPRIPG13(1-4)
IEEE DOI 1408
image classification BibRef

Ahmad, M.I.[Muhammad Imran], Ilyas, M.Z.[Mohd Zaizu], Ngadiran, R.[Ruzelita], Isa, M.N.M.[Mohd Nazrin M.], Yaakob, S.N.[Shahrul Nizam],
Palmprint recognition using local and global features,
WSSIP14(79-82) 1406
DCT;Palmprint recognition;matching score fusion BibRef

Hernández-Palancar, J.[José], Muñoz-Briseño, A.[Alfredo], Gago-Alonso, A.[Andrés],
A New Triangular Matching Approach for Latent Palmprint Identification,
CIARP13(II:294-301).
Springer DOI 1311

See also Fingerprint Matching Using a Geometric Subgraph Mining Approach. BibRef

Lu, G.M.[Guang-Ming], Zhang, J.D.[Jian-Dong], Shan, F.Y.[Fei-Yan],
A Novel Template Protection Method Based on Palmprint Feature,
ICIAR13(80-88).
Springer DOI 1307
BibRef

Yashodha, G., Bremananlh, R.,
Rotation invariant palmprint recognition: An overview and implementation,
IMVIP12(145-148).
IEEE DOI 1302
BibRef

Mu, M.[Meiru], Ruan, Q.Q.[Qiu-Qi], Shao, X.Y.[Xiao-Ying], Spreeuwers, L.J.[Luuk J.], Veldhuis, R.N.J.[Raymond N.J.],
Binary Gabor Statistical Features for Palmprint Template Protection,
SSSPR12(593-601).
Springer DOI 1211
BibRef

Matos, H.[Hélder], Oliveira, H.P.[Hélder P.], Magalhães, F.[Filipe],
Hand-Geometry Based Recognition System: A Non Restricted Acquisition Approach,
ICIAR12(II: 38-45).
Springer DOI 1206
BibRef

Kumar, A.[Amioy], Hanmandlu, M., Madasu, V.K.[Vamsi K.], Vasikarla, S.[Shantaram],
A palm print authentication system using quantized phase feature representation,
AIPR11(1-8).
IEEE DOI 1204
BibRef

Leng, L., Zhang, J.S., Khan, M.K., Bi, X., Ji, M.,
Cancelable PalmCode generated from randomized Gabor Filters for palmprint protection,
IVCNZ10(1-6).
IEEE DOI 1203
BibRef

Khan, Z.[Zohaib], Mian, A.S.[Ajmal S.], Hu, Y.Q.[Yi-Qun],
Contour Code: Robust and efficient multispectral palmprint encoding for human recognition,
ICCV11(1935-1942).
IEEE DOI 1201
binary hash for palmprints BibRef

Shashikala, K.P., Ashwin, P, Raja, K.B.,
Palmprint identification based on fusion of PCA and DT-CWT features,
ICIIP11(1-6).
IEEE DOI 1112
BibRef

Wong, K.Y.E.[K.Y. Edward], Chekima, A., Dargham, J.A., Sainarayanan, G.,
Palmprint identification using Sobel operator,
ICARCV08(1338-1341).
IEEE DOI 1109
BibRef

Assaleh, K.[Khaled], Qaddoumi, N.[Naser], Shanableh, T.[Tamer], Adel, M.[Mohammed],
A novel biometric via hand structure using near-field microwave imaging,
FG11(167-172).
IEEE DOI 1103
BibRef

Roux, V.[Vincent], Aoyama, S.[Shoichiro], Ito, K.[Koichi], Aoki, T.[Takafumi],
Performance Improvement of Phase-Based Correspondence Matching for Palmprint Recognition,
Biometrics14(70-77)
IEEE DOI 1409

See also Face Recognition Using Phase-Based Correspondence Matching. biometrics; correspondence matching; palmprint; phase-only correlation BibRef

Ito, K.[Koichi], Iitsuka, S.[Satoshi], Aoki, T.[Takafumi],
A Palmprint Recognition Algorithm Using Phase-Based Correspondence Matching,
ICIP09(1977-1980).
IEEE DOI 0911

See also Effective Approach for Iris Recognition Using Phase-Based Image Matching, An.
See also Fingerprint Recognition Algorithm Using Phase-Based Image Matching for Low-Quality Fingerprints, A.
See also Face Recognition Using Phase-Based Correspondence Matching.
See also Generating Robust and Stable Disparity Map Using Phase-Based Correspondence Matching from Stereo Video Sequence. BibRef

Iitsuka, S.[Satoshi], Miyazawa, K.[Kazuyuki], Aoki, T.[Takafumi],
A palmprint recognition algorithm using Principal Component Analysis of phase information,
ICIP09(1973-1976).
IEEE DOI 0911
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Ito, K.[Koichi], Aoki, T.[Takafumi],
A score calculation method using positional information of feature points for biometric authentication,
ICPR16(3049-3054)
IEEE DOI 1705
Biological system modeling, Biomedical imaging, Gaussian distribution, Robustness BibRef

Iitsuka, S.[Satoshi], Ito, K.[Koichi], Aoki, T.[Takafumi],
A practical palmprint recognition algorithm using phase information,
ICPR08(1-4).
IEEE DOI 0812

See also Effective Approach for Iris Recognition Using Phase-Based Image Matching, An. BibRef

Ito, K.[Koichi], Aoki, T.[Takafumi], Nakajima, H.[Hiroshi], Kobayashi, K.[Koji], Higuchi, T.[Tatsuo],
A Palmprint Recognition Algorithm using Phase-Based Image Matching,
ICIP06(2669-2672).
IEEE DOI 0610
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Paliwal, A.[Ashish], Jayaraman, U.[Umarani], Gupta, P.[Phalguni],
A score based indexing scheme for palmprint databases,
ICIP10(2377-2380).
IEEE DOI 1009
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Martedi, S.[Sandy], Saito, H.[Hideo], Servières, M.[Myriam],
Shape Measurement System of Foot Sole Surface from Flatbed Scanner Image,
MVA09(338-).
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Guo, P.F.[Pei-Fang], Bhattacharya, P.[Prabir], Kharma, N.[Nawwaf],
On Supporting Identification in a Hand-Based Biometric Framework,
ICISP10(210-217).
Springer DOI 1006
more than palm. BibRef

Meraoumia, A.[Abdallah], Chitroub, S.[Salim], Bouridane, A.[Ahmed],
Efficient Person Identification by Fusion of Multiple Palmprint Representations,
ICISP10(182-191).
Springer DOI 1006
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Meraoumia, A.[Abdallah], Chitroub, S.[Salim], Saigaa, M.[Mohamed],
Person's Recognition Using Palmprint Based on 2D Gabor Filter Response,
ACIVS09(720-731).
Springer DOI 0909
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Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
Palmprint recognition using coarse-to-fine statistical image representation,
ICIP09(1969-1972).
IEEE DOI 0911
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Huang, W.F.[Wan-Feng], Lin, X.R.[Xi-Rong], Dai, X.Q.[Xiao-Qing],
A Novel Approach for Palmprint Ridges Features Extraction,
CISP09(1-5).
IEEE DOI 0910
BibRef

Zhang, L.C.[Li-Cong], Ding, X.M.[Xiao-Ming], Zhang, Y.Q.[Yan-Qiang], Li, Q.[Qiang], Wang, C.Q.[Cheng-Qi],
Embedded Online Palmprint Verification System Based on Ethernet,
CISP09(1-5).
IEEE DOI 0910
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Zheng, P.[Ping], Sang, N.[Nong],
Using Phase and Directional Line Features for Efficient Palmprint Authentication,
CISP09(1-5).
IEEE DOI 0910
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Fratric, I.[Ivan], Ribaric, S.[Slobodan],
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition,
ICB09(1280-1289).
Springer DOI 0906
BibRef

Uhl, A.[Andreas], Wild, P.[Peter],
Comparing verification performance of kids and adults for Fingerprint, Palmprint, Hand-geometry and Digitprint biometrics,
BTAS09(1-6).
IEEE DOI 0909
BibRef
And:
Parallel versus Serial Classifier Combination for Multibiometric Hand-Based Identification,
ICB09(950-959).
Springer DOI 0906
BibRef
Earlier:
Personal Recognition Using Single-Sensor Multimodal Hand Biometrics,
ICISP08(396-404).
Springer DOI 0807
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Earlier:
Personal identification using Eigenfeet, Ballprint and Foot geometry biometrics,
BTAS07(1-6).
IEEE DOI 0709
BibRef

Han, Y.F.[Yu-Fei], Tan, T.N.[Tie-Niu], Sun, Z.A.[Zhen-An],
Accurate Palmprint Recognition Using Spatial Bags of Local Layered Descriptors,
ICB09(566-576).
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Methani, C.[Chhaya], Namboodiri, A.M.[Anoop M.],
Video Based Palmprint Recognition,
ICPR10(1352-1355).
IEEE DOI 1008
BibRef
Earlier:
Pose Invariant Palmprint Recognition,
ICB09(577-586).
Springer DOI 0906
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Ghandehari, A.[Azadeh], Safabakhsh, R.[Reza],
Palmprint Verification Using Circular Gabor Filter,
ICB09(675-684).
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Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition,
ICB09(685-694).
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Parashar, S.[Saurabh], Vardhan, A.[Anand], Patvardhan, C., Kalra, P.K.[Prem Kumar],
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Wu, J.[Jie], You, X.G.[Xin-Ge], Tang, Y.Y.[Yuan Yan], Cheung, Y.M.[Yiu-Ming],
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Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
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ICPR08(1-4).
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Hao, Y.[Ying], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu], Ren, C.[Chao],
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ICIP08(281-284).
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Shi, R.Q.[Rui-Qiong], Sun, D.M.[Dong-Mei],
A New Security Scheme based on Palmprint Biometrics for Signature,
BTAS07(1-6).
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Shang, X.X.[Xiao-Xin], Veldhuis, R.N.J.[Raymond N.J.],
Grip-Pattern Recognition in Smart Gun Based on Likelihood-Ratio Classifier and Support Vector Machine,
ICISP08(289-295).
Springer DOI 0807
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And:
Grip-Pattern Verification for Smart Gun Based on Maximum-Pairwise Comparison and Mean-Template Comparison,
BTAS08(1-5).
IEEE DOI 0809
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Earlier:
Local Absolute Binary Patterns as Image Preprocessing for Grip-Pattern Recognition in Smart Gun,
BTAS07(1-6).
IEEE DOI 0709
BibRef

Akhloufi, M.[Moulay], Bendada, A.[Abdelhakim],
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Pu, D.B.[Dong-Bing], Qi, S.A.[Shu-Ang], Zhou, C.G.[Chun-Guang], Lu, Y.H.[Ying-Hua],
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Chu, R.F.[Ru-Feng], Lei, Z.[Zhen], Han, Y.F.[Yu-Fei], He, R.[Ran], Li, S.Z.[Stan Z.],
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Wei, Z.S.[Zhuo-Shi], Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
Palmprint image synthesis: A preliminary study,
ICIP08(285-288).
IEEE DOI 0810
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Hao, Y.[Ying], Tan, T.N.[Tie-Niu], Sun, Z.N.[Zhe-Nan], Han, Y.F.[Yu-Fei],
Identity Verification by Using Handprint,
ICB07(328-337).
Springer DOI 0708
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Han, Y.F.[Yu-Fei], Sun, Z.N.[Zhe-Nan], Wang, F.[Fei], Tan, T.N.[Tie-Niu],
Palmprint Recognition Under Unconstrained Scenes,
ACCV07(II: 1-11).
Springer DOI 0711
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Hao, Y.[Ying], Sun, Z.N.[Zhe-Nan], Tan, T.N.[Tie-Niu],
Comparative Studies on Multispectral Palm Image Fusion for Biometrics,
ACCV07(II: 12-21).
Springer DOI 0711
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Han, Y.F.[Yu-Fei], Tan, T.N.[Tie-Niu], Sun, Z.N.[Zhe-Nan], Hao, Y.[Ying],
Embedded Palmprint Recognition System on Mobile Devices,
ICB07(1184-1193).
Springer DOI 0708
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Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu], Hao, Y.[Ying],
Palmprint Recognition Based on Regional Rank Correlation of Directional Features,
ICB09(587-596).
Springer DOI 0906
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Han, Y.F.[Yu-Fei], Tan, T.N.[Tie-Niu], Sun, Z.N.[Zhe-Nan],
Palmprint Recognition Based on Directional Features and Graph Matching,
ICB07(1164-1173).
Springer DOI 0708
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Wu, X.Q.[Xiang-Qian], Zhang, D.[David], Wang, K.Q.[Kuan-Quan],
A Palmprint Cryptosystem,
ICB07(1035-1042).
Springer DOI 0708
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Jiang, X.Q.[Xiao-Qian], Xu, W.H.[Wan-Hong], Sweeney, L.[Latanya], Li, Y.H.[Yi-Heng], Gross, R.[Ralph], Yurovsky, D.[Daniel],
New Directions in Contact Free Hand Recognition,
ICIP07(II: 389-392).
IEEE DOI 0709
BibRef
And: A5, A4, A3, A1, A2, A6:
Robust Hand Geometry Measurements for Person Identification using Active Appearance Models,
BTAS07(1-6).
IEEE DOI 0709
BibRef

Zheng, Y.[Yan], Shi, G.S.[Guang-Shun], Zhang, L.[Lin], Wang, Q.R.[Qing-Ren], Zhao, Y.J.[Ya-Jing],
Research on Offline Palmprint Image Enhancement,
ICIP07(I: 541-544).
IEEE DOI 0709
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Qin, A.K., Suganthan, P.N., Tay, C.H., Pa, H.S.,
Personal Identification System based on Multiple Palmprint Features,
ICARCV06(1-6).
IEEE DOI 0612
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Wang, X.J.[Xian-Ji], Gong, H.F.[Hai-Feng], Zhang, H.[Hao], Li, B.[Bin], Zhuang, Z.Q.[Zhen-Quan],
Palmprint Identification using Boosting Local Binary Pattern,
ICPR06(III: 503-506).
IEEE DOI 0609
BibRef

Wu, J.[Jie], Qiu, Z.D.[Zheng-Ding],
A Hierarchical Palmprint Identification Method Using Hand Geometry and Grayscale Distribution Features,
ICPR06(IV: 409-412).
IEEE DOI 0609
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Li, F.[Fang], Leung, M.K.H.[Maylor K. H.], Tan, S.Z.W.[Shirley Z. W.],
Palmprint Identification Using Pairwise Relative Angle and EMD,
Visual07(175-184).
Springer DOI 0706
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Li, F.[Fang], Leung, M.K.H.[Maylor K.H.],
Hierarchical Identification of Palmprint using Line-based Hough Transform,
ICPR06(IV: 149-152).
IEEE DOI 0609
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And:
Two-stage Approach for Palmprint Identification using Hough Transform and Hausdorff Distance,
ICARCV06(1-6).
IEEE DOI 0612
BibRef

Lu, Y.H.[Ying-Hua], Wang, Y.R.[Yu-Ru], Kong, J.[Jun], Jiang, L.K.[Long-Kui],
A Novel Automated Hand-Based Personal Identification,
IWCIA06(404-414).
Springer DOI 0606
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Ding, Y.H.[Yi-Hong], Ping, X.J.[Xi-Jian], Hu, M.[Min], Zhang, T.[Tao],
A Method for Footprint Range Image Segmentation and Description,
ICB06(777-785).
Springer DOI 0601
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Jing, X.Y.[Xiao-Yuan], Lu, C.[Chen], Zhang, D.[David],
An Uncorrelated Fisherface Approach for Face and Palmprint Recognition,
ICB06(682-687).
Springer DOI 0601
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Li, Q.A.[Qi-Ang], Qiu, Z.D.[Zheng-Ding], Sun, D.M.[Dong-Mei],
Feature-Level Fusion of Hand Biometrics for Personal Verification Based on Kernel PCA,
ICB06(744-750).
Springer DOI 0601
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Hennings, P.[Pablo], Savvides, M.[Marios], Vijaya Kumar, B.V.K.,
Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers,
ICIAR05(1081-1088).
Springer DOI 0509
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Li, L.[Liang], Yang, X.[Xin], Hi, Y.L.[Yu-Liang], Tian, J.[Jie],
Palmprint Recognition Using Fourier-Mellin Transformation Based Registration Method,
AVBPA05(730).
Springer DOI 0509
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Chu, R.F.[Ru-Feng], Liao, S.C.[Sheng-Cai], Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Li, S.Z.[Stan Z.], Tan, T.N.[Tie-Niu],
Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features,
MSCSAS07(1-2).
IEEE DOI 0706
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Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu], Wang, Y.H.[Yun-Hong], Li, S.Z.[Stan Z.],
Ordinal Palmprint Represention for Personal Identification,
CVPR05(I: 279-284).
IEEE DOI 0507
BibRef

Bulatov, Y.[Yaroslav], Jambawalikar, S.[Sachin], Kumar, P.[Piyush], Sethia, S.[Saurabh],
Hand Recognition Using Geometric Classifiers,
ICBA04(753-759).
Springer DOI 0505
BibRef

Zhao, W.N.[Wei-Nan], Li, W.X.[Wen-Xin], Wang, T.[Tao], Xu, Z.Q.[Zhuo-Qun],
A Palmprint Acquisition Device with Time-Sharing Light Source Used in Personal Verification,
ICBA04(768-774).
Springer DOI 0505
BibRef

Chen, J., Zhang, C., Rong, G.,
Palmprint Recognition Using Crease,
ICIP01(III: 234-237).
IEEE DOI 0108
BibRef

Funada, J.I.[Jun-Ichi], Ohta, N.[Naoya], Mizoguchi, M., Temma, T.[Tsutomu], Nakanishi, K.[Kaoru], Murai, A.[Arata], Sugiuchi, T.[Toshio], Wakabayashi, T.[Toshio], Yamada, Y.[Yoshifumi],
Feature Extraction Method for Palmprint Considering Elimination of Creases,
ICPR98(Vol II: 1849-1854).
IEEE DOI 9808
BibRef

Suen, C.Y., Guo, J., Li, Z.C.,
Analysis and recognition of alphanumeric handprints by parts,
ICPR92(II:338-341).
IEEE DOI 9208
BibRef

Chapter on Face Recognition, Human Pose, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Touchless Palmprint, Contactless Palmprints .