21.6.5 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 Version. 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 Version. 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.
WWW Version. 9802
BibRef

Clayden, D.O.[David Oswald],
Biometric identification of individuals by use of subcutaneous vein patterns,
US_Patent5,787,185, Jul 28, 1998
WWW Version. BibRef 9807

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.
WWW Version. BibRef 9904

Shu, W.[Wei], Zhang, D.P.[Da-Peng],
Palmprint Verification: An Implementation of Biometric Technology,
ICPR98(Vol I: 219-221).
IEEE DOI Link 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.
WWW Version. 0201
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. IEEE Top Reference. 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.
WWW Version. 0308
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.,
Competitive coding scheme for palmprint verification,
ICPR04(I: 520-523).
IEEE DOI Link 0409
BibRef
Earlier:
Palmprint texture analysis based on low-resolution images for personal authentication,
ICPR02(III: 807-810).
IEEE DOI Link 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.
WWW Version. 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 Link
WWW Version. 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.
WWW Version. 0801
Palmprint; Biometrics; Principal lines; Line detection; Modified finite Radon transform 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.
WWW Version. 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. IEEE Top Reference. 0403
BibRef
Earlier:
A New Approach to Personal Identification in Large Databases by Hierarchical Palmprint Coding with Multi-features,
ICBA04(739-745).
WWW Version. 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. IEEE Top Reference. 0407
BibRef

Kumar, A.[Ajay], Zhang, D.[David],
Personal authentication using multiple palmprint representation,
PR(38), No. 10, October 2005, pp. 1695-1704.
WWW Version. 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).
WWW Version. 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 Link 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 Link
WWW Version. 0907
BibRef
Earlier: A2, A1, A4, A3:
Multiscale competitive code for efficient palmprint recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
Earlier: A1, A2, A4, A3:
A performance evaluation of filter design and coding schemes for palmprint recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
And: A1, A2, A4, A3:
FCM-based orientation selection for competitive coding-based palmprint recognition,
ICPR08(1-4).
IEEE DOI Link 0812
Palmprint recognition; Fuzzy C-means; Competitive code; Gabor filter; Regularization 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 Link 0509
BibRef
Earlier:
HMMs Based Palmprint Identification,
ICBA04(775-781).
WWW Version. 0505
BibRef

Kong, A.W.K.[Adams Wai-Kin], Zhang, D.[David],
Feature-Level Fusion for Effective Palmprint Authentication,
ICBA04(761-767).
WWW Version. 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.
WWW Version. 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.
WWW Version. 0601
BibRef
Earlier:
A Study of Brute-Force Break-ins of a Palmprint Verification System,
AVBPA05(447).
Springer DOI Link 0509
BibRef

Liu, L.[Li], Zhang, D.[David],
Palm-Line Detection,
ICIP05(III: 269-272).
IEEE DOI Link 0512
BibRef
And:
A Novel Palm-Line Detector,
AVBPA05(563).
Springer DOI Link 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 Abstract. IEEE Top Reference.
WWW Version. 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).
HTML Version. 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.
HTML Version. 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 Link
WWW Version. 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 Abstract. IEEE Top Reference. BibRef 9900

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

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.
WWW Version. 0211
BibRef

Lin, C.L.[Chih-Lung], Fan, K.C.[Kuo-Chin],
Biometric Verification Using Thermal Images of Palm-Dorsa Vein Patterns,
CirSysVideo(14), No. 2, February 2004, pp. 199-213.
IEEE Abstract. IEEE Top Reference. 0403
BibRef
And: A2, A1:
The using of thermal images of palm-dorsa vein-patterns for biometric verification,
ICPR04(IV: 450-453).
IEEE DOI Link 0409
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.
WWW Version. 0510
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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 0308
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 Link 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 Link 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.
WWW Version. 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).
HTML Version. 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.
WWW Version. 0409
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.
WWW Version. 0409
BibRef
Earlier: A1, A3, A2 only:
Palmprint recognition using directional line energy feature,
ICPR04(IV: 475-478).
IEEE DOI Link 0409
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 Link 0505
BibRef

Zhang, D.D.,
Palmprint Authentication,
Springer2004. ISBN 1-4020-8096-4,
HTML Version. Ebook version:
HTML Version. To purchase this book look here 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. IEEE Top Reference. 0412
See also Face Recognition Based on Discriminant Fractional Fourier Feature Extraction. BibRef

Miura, N.[Naoto], Nagasaka, A.[Akio], Miyatake, T.[Takafumi],
Feature extraction of finger-vein patterns based on repeated line tracking and its application to personal identification,
MVA(15), No. 4, October 2004, pp. 194-203.
Springer DOI Link 0410
BibRef

Connie, T.[Tee], Teoh, A.B.J.[Andrew Beng Jin], Ong, M.G.K.[Michael Goh Kah], Ngo, D.C.L.[David Chek Ling],
An automated palmprint recognition system,
IVC(23), No. 5, 1 May 2005, pp. 501-515.
WWW Version. 0501
BibRef

Ong, M.G.K.[Michael Goh Kah], Connie, T.[Tee], Teoh, A.B.J.[Andrew Beng Jin],
Touch-less palm print biometrics: Novel design and implementation,
IVC(26), No. 12, 1 December 2008, pp. 1551-1560.
WWW Version. 0810
Palm print recognition; Touch-less biometrics; Local binary pattern (LBP); Gradient operator; Probabilistic neural networks (PNN) BibRef

Xiong, W.[Wei], Toh, K.A.[Kar-Ann], Yau, W.Y.[Wei-Yun], Jiang, X.D.[Xu-Dong],
Model-guided deformable hand shape recognition without positioning aids,
PR(38), No. 10, October 2005, pp. 1651-1664.
WWW Version. 0508
BibRef
Earlier: A2, A1, A3, A4:
Combining Fingerprint and Hand-Geometry Verification Decisions,
AVBPA03(688-696).
HTML Version. 0310
BibRef

Toh, K.A.[Kar-Ann], Eng, H.L.[How-Lung], Choo, Y.S.[Yuen-Siong], Cha, Y.L.[Yoon-Leon], Yau, W.Y.[Wei-Yun], Low, K.S.[Kay-Soon],
Identity Verification Through Palm Vein and Crease Texture,
ICB06(546-553).
Springer DOI Link 0601
BibRef

Tan, T.K.[Tai-Kia], Ng, C.L.[Cheng-Leong], Toh, K.A.[Kar-Ann], Eng, H.L.[How-Lung], Yau, W.Y.[Wei-Yun], Srinivasan, D.[Dipti],
A Bimodal Palmprint Verification System,
ICB06(737-743).
Springer DOI Link 0601
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 Link 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 Link 0512
BibRef

Yörük, E.[Erdem], Dutagaci, H.[Helin], Sankur, B.[Bülent],
Hand biometrics,
IVC(24), No. 5, 1 May 2006, pp. 483-497.
WWW Version. 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 Link 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.
WWW Version. 0606
BibRef
Earlier:
Personal Verification Using Palmprint and Hand Geometry Biometric,
AVBPA03(668-678).
HTML Version. 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).
WWW Version. 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 Link 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.
WWW Version. 0608
BibRef
Earlier: ICB06(668-674).
Springer DOI Link 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 Link 0606
BibRef
Earlier:
Biometric Recognition Using Feature Selection and Combination,
AVBPA05(813).
Springer DOI Link 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).
WWW Version. 0609
BibRef

Kumar, A.[Ajay],
Incorporating Cohort Information for Reliable Palmprint Authentication,
ICCVGIP08(583-590).
IEEE DOI Link 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 Link 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).
WWW Version. 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.
WWW Version. 0611
BibRef
Earlier: Reply PR(41), No. 4, April 2008, pp. 1427.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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 Link 0612
BibRef

Wang, L.Y.[Ling-Yu], Leedham, G.[Graham], Cho, D.S.Y.[David Siu-Yeung],
Infrared imaging of hand vein patterns for biometric purposes,
IET-CV(1), No. 3-4, December 2007, pp. 113-122.
WWW Version. 0905
BibRef

Wang, L.Y.[Ling-Yu], Leedham, G.[Graham], Cho, D.S.Y.[David Siu-Yeung],
Minutiae feature analysis for infrared hand vein pattern biometrics,
PR(41), No. 3, March 2008, pp. 920-929.
WWW Version. 0711
BibRef
Earlier: A1, A2, Only:
Near- and Far- Infrared Imaging for Vein Pattern Biometrics,
AVSBS06(52-52).
IEEE DOI Link 0611
Vein pattern; Biometrics; Minutiae; Infrared 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.
WWW Version. 0801
See also Two-dimensional locality preserving projections (2DLPP) with its application to palmprint recognition. BibRef

Wang, J.G.[Jian-Gang], Yau, W.Y.[Wei-Yun], Suwandy, A.[Andy], Sung, E.[Eric],
Person recognition by fusing palmprint and palm vein images based on 'Laplacianpalm' representation,
PR(41), No. 5, May 2008, pp. 1531-1544.
WWW Version. 0711
BibRef
Earlier:
Fusion of Palmprint and Palm Vein Images for Person Recognition Based on 'Laplacianpalm' Feature,
Biometrics07(1-8).
IEEE DOI Link 0706
Palmprint; Palm vein; Image fusion; Eigenpalm; Fisherpalm; Laplacianpalm; Spoof attack BibRef

Wang, J.G.[Jian-Gang], Yau, W.Y.[Wei-Yun], Suwandy, A.[Andy],
Feature-level fusion of palmprint and palm vein for person identification based on a 'Junction Point' representation,
ICIP08(253-256). 0810
igital Object Identifier 10.1109/ICIP.2008.4711739 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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 Link 0709
BibRef
Earlier: A3, A2, Only:
Kernel Fisher Discriminant Analysis for Palmprint Recognition,
ICPR06(IV: 457-460).
WWW Version. 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 Link
WWW Version. 0903
BibRef
Earlier:
A Component-Based Approach to Hand Verification,
Biometrics07(1-8).
IEEE DOI Link 0706
Biometrics; Hand-based verification; Hand-based recognition; Fusion; PCA; Majority voting; SVMs BibRef

Kumar, A., Prathyusha, K.V.,
Personal Authentication Using Hand Vein Triangulation and Knuckle Shape,
IP(18), No. 9, September 2009, pp. 2127-2136.
IEEE DOI Link 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 Link 0909
BibRef
Earlier:
Three Dimensional Palmprint Recognition using Structured Light Imaging,
BTAS08(1-6).
IEEE DOI Link 0809
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 Link
WWW Version. 0909
BibRef
Earlier: A2, A4, A1, Only:
Combining 2D and 3D hand geometry features for biometric verification,
Biometrics09(39-44).
IEEE DOI Link 0906
Biometrics; Palmprint verification; 3D palmprint features; Gabor features; Multilevel matching BibRef

Guo, Z.H.[Zhen-Hua], Zhang, D.[David], Zhang, L.[Lei], Zuo, W.[Wangmeng],
Palmprint verification using binary orientation co-occurrence vector,
PRL(30), No. 13, 1 October 2009, pp. 1219-1227,.
Elsevier DOI Link
WWW Version. 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 Link 0709
BibRef

Zhang, L.[Lin], Zhang, L.[Lei], Zhang, D.[David],
Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation,
CAIP09(141-148).
Springer DOI Link 0909
BibRef

Guo, Z.H.[Zhen-Hua], Zhang, D.[David], Zhang, L.[Lei],
Is White Light the Best Illumination for Palmprint Recognition?,
CAIP09(50-57).
Springer DOI Link 0909
BibRef

Wu, X.Q.[Xiang-Qian], Wang, K.Q.[Kuan-Quan], Xu, Y.[Yong], Zhang, D.[David],
Differential Feature Analysis for Palmprint Authentication,
CAIP09(125-132).
Springer DOI Link 0909
BibRef

Fratric, I.[Ivan], Ribaric, S.[Slobodan],
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition,
ICB09(1280-1289).
Springer DOI Link 0906
BibRef

Uhl, A.[Andreas], Wild, P.[Peter],
Parallel versus Serial Classifier Combination for Multibiometric Hand-Based Identification,
ICB09(950-959).
Springer DOI Link 0906
BibRef
Earlier:
Personal Recognition Using Single-Sensor Multimodal Hand Biometrics,
ICISP08(396-404).
Springer DOI Link 0807
BibRef
Earlier:
Personal identification using Eigenfeet, Ballprint and Foot geometry biometrics,
BTAS07(1-6).
IEEE DOI Link 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).
Springer DOI Link 0906
BibRef

Methani, C.[Chhaya], Namboodiri, A.M.[Anoop M.],
Pose Invariant Palmprint Recognition,
ICB09(577-586).
Springer DOI Link 0906
BibRef

Ghandehari, A.[Azadeh], Safabakhsh, R.[Reza],
Palmprint Verification Using Circular Gabor Filter,
ICB09(675-684).
Springer DOI Link 0906
BibRef

Aykut, M.[Murat], Ekinci, M.[Murat],
Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition,
ICB09(685-694).
Springer DOI Link 0906
BibRef

Ladoux, P.O.[Pierre-Olivier], Rosenberger, C.[Christophe], Dorizzi, B.[Bernadette],
Palm Vein Verification System Based on SIFT Matching,
ICB09(1290-1298).
Springer DOI Link 0906
BibRef

Parashar, S.[Saurabh], Vardhan, A.[Anand], Patvardhan, C., Kalra, P.K.[Prem Kumar],
Design and Implementation of a Robust Palm Biometrics Recognition and Verification System,
ICCVGIP08(543-550).
IEEE DOI Link 0812
BibRef

Wu, J.[Jie], You, X.G.[Xin-Ge], Tang, Y.Y.[Yuan Yan], Cheung, Y.M.[Yiu-Ming],
Palmprint identification based on non-separable wavelet filter banks,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Han, Y.F.[Yu-Fei], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu],
Combine hierarchical appearance statistics for accurate palmprint recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Chen, J.S.[Jian-Sheng], Moon, Y.S.[Yiu-Sang],
Using SIFT features in palmprint authentication,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Badrinath, G.S., Gupta, P.[Phalguni],
Robust Biometric System Using Palmprint for Personal Verification,
ICB09(554-565).
Springer DOI Link 0906
BibRef
Earlier:
Palmprint Verification using SIFT features,
IPTA08(1-8).
IEEE DOI Link 0811
BibRef

Hao, Y.[Ying], Sun, Z.A.[Zhen-An], Tan, T.N.[Tie-Niu], Ren, C.[Chao],
Multispectral palm image fusion for accurate contact-free palmprint recognition,
ICIP08(281-284).
IEEE DOI Link 0810
BibRef

Butt, M.A.A.[M. Asif Afzal], Masood, H.[Hassan], Mumtaz, M.[Mustafa], Mansoor, A.B.[Atif Bin], Khan, S.A.[Shoab A.],
Palmprint Identification Using Contourlet Transform,
BTAS08(1-5).
IEEE DOI Link 0809
BibRef
And: A4, A3, A2, A1, A5:
Personal Identification Using Palmprint and Contourlet Transform,
ISVC08(II: 521-530).
Springer DOI Link 0812
BibRef

Shi, R.Q.[Rui-Qiong], Sun, D.M.[Dong-Mei],
A New Security Scheme based on Palmprint Biometrics for Signature,
BTAS07(1-6).
IEEE DOI Link 0709
BibRef

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 Link 0807
BibRef
And:
Grip-Pattern Verification for Smart Gun Based on Maximum-Pairwise Comparison and Mean-Template Comparison,
BTAS08(1-5).
IEEE DOI Link 0809
BibRef
Earlier:
Local Absolute Binary Patterns as Image Preprocessing for Grip-Pattern Recognition in Smart Gun,
BTAS07(1-6).
IEEE DOI Link 0709
BibRef

Doublet, J., Revenu, M., Lepetit, O.,
Robust GrayScale Distribution Estimation for Contactless Palmprint Recognition,
BTAS07(1-6).
IEEE DOI Link 0709
BibRef

Akhloufi, M.[Moulay], Bendada, A.[Abdelhakim],
Hand and Wrist Physiological Features Extraction for near Infrared Biometrics,
CRV08(341-344).
IEEE DOI Link 0805
BibRef

Pu, D.B.[Dong-Bing], Qi, S.A.[Shu-Ang], Zhou, C.G.[Chun-Guang], Lu, Y.H.[Ying-Hua],
Personal Identification Based on Weighting Key Point Scheme for Hand Image,
IWCIA08(xx-yy).
Springer DOI Link 0804
BibRef

Chu, R.F.[Ru-Feng], Lei, Z.[Zhen], Han, Y.F.[Yu-Fei], He, R.[Ran], Li, S.Z.[Stan Z.],
Learning Gabor Magnitude Features for Palmprint Recognition,
ACCV07(II: 22-31).
Springer DOI Link 0711
BibRef

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 Link 0810
BibRef

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 Link 0708
BibRef

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 Link 0711
BibRef

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 Link 0711
BibRef

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 Link 0708
BibRef

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 Link 0906
BibRef

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 Link 0708
BibRef

Wu, X.Q.[Xiang-Qian], Zhang, D.[David], Wang, K.Q.[Kuan-Quan],
A Palmprint Cryptosystem,
ICB07(1035-1042).
Springer DOI Link 0708
BibRef

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 Link 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 Link 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 Link 0709
BibRef

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 Link 0612
BibRef

Chen, G.Y., Bui, T.D., Krzyzak, A.,
Palmprint Classification using Dual-Tree Complex Wavelets,
ICIP06(2645-2648). 0610

IEEE DOI Link BibRef

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).
WWW Version. 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).
WWW Version. 0609
BibRef

Zhang, Y.B.[Yi-Bo], Li, Q.[Qin], You, J.[Jane], Bhattacharya, P.[Prabir],
Palm Vein Extraction and Matching for Personal Authentication,
Visual07(154-164).
Springer DOI Link 0706
BibRef

Zhang, Z.B.[Zhong-Bo], Ma, S.L.[Si-Liang], Han, X.[Xiao],
Multiscale Feature Extraction of Finger-Vein Patterns Based on Curvelets and Local Interconnection Structure Neural Network,
ICPR06(IV: 145-148).
WWW Version. 0609
BibRef

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 Link 0706
BibRef

Li, F.[Fang], Leung, M.K.H.[Maylor K.H.],
Hierarchical Identification of Palmprint using Line-based Hough Transform,
ICPR06(IV: 149-152).
WWW Version. 0609
BibRef
And:
Two-stage Approach for Palmprint Identification using Hough Transform and Hausdorff Distance,
ICARCV06(1-6).
IEEE DOI Link 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 Link 0606
BibRef

Ding, Y.H.[Yi-Hong], Ping, X.[Xijian], Hu, M.[Min], Zhang, T.[Tao],
A Method for Footprint Range Image Segmentation and Description,
ICB06(777-785).
Springer DOI Link 0601
BibRef

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 Link 0601
BibRef

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 Link 0601
BibRef

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 Link 0509
BibRef

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 Link 0509
BibRef

Chen, J.S.[Jian-Sheng], Moon, Y.S.[Yiu-Sang], Yeung, H.W.[Hoi-Wo],
Palmprint Authentication Using Time Series,
AVBPA05(376).
Springer DOI Link 0509
BibRef

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 Link 0706
BibRef

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 Link 0507
BibRef

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

Chen, J., Zhang, C., Rong, G.,
Palmprint Recognition Using Crease,
ICIP01(III: 234-237).
IEEE Abstract. IEEE Top Reference. 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 Link 9808
BibRef

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