20.9.8.1 Brain Waves, EEG Analysis, Electroencephalogram for Biometrics

Chapter Contents (Back)
Cortex. Electroencephalogram. EEG. Biometrics. See also ECG, Electrocardiogram for Biometrics.

Marcel, S.[Sebastien], del R. Millan, J.[Jose],
Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation,
PAMI(29), No. 4, April 2007, pp. 743-752.
IEEE DOI 0703
EEG for biometrics. Some tasks are more appropriate for authentication than others. BibRef

Palaniappan, R., Mandic, D.P.,
Biometrics from Brain Electrical Activity: A Machine Learning Approach,
PAMI(29), No. 4, April 2007, pp. 738-742.
IEEE DOI 0703
BibRef

Yeom, S.K.[Seul-Ki], Suk, H.I.[Heung-Il], Lee, S.W.[Seong-Whan],
Person authentication from neural activity of face-specific visual self-representation,
PR(46), No. 4, April 2013, pp. 1159-1169.
Elsevier DOI 1301
Biometrics; Person authentication; Electroencephalography (EEG); Face-specific visual self representation BibRef

Fraschini, M., Hillebrand, A., Demuru, M., Didaci, L., Marcialis, G.L.,
An EEG-Based Biometric System Using Eigenvector Centrality in Resting State Brain Networks,
SPLetters(22), No. 6, June 2015, pp. 666-670.
IEEE DOI 1411
Band-pass filters BibRef

Das, R., Maiorana, E., Campisi, P.,
EEG Biometrics Using Visual Stimuli: A Longitudinal Study,
SPLetters(23), No. 3, March 2016, pp. 341-345.
IEEE DOI 1603
biometrics (access control) BibRef

Moore, S.K.,
'Brainprint' biometric id hits 100% accuracy,
Spectrum(53), No. 6, June 2016, pp. 14-14.
IEEE DOI 1606
News item. BibRef

Maiorana, E.[Emanuele], Solé-Casals, J.[Jordi], Campisi, P.[Patrizio],
EEG signal preprocessing for biometric recognition,
MVA(27), No. 8, November 2016, pp. 1351-1360.
Springer DOI 1612
BibRef

Maiorana, E.[Emanuele], Rocca, D.L., Campisi, P.[Patrizio],
Cognitive biometric cryptosystems a case study on EEG,
WSSIP15(125-128)
IEEE DOI 1603
biometrics (access control) BibRef

Yang, S.[Su], Deravi, F.[Farzin],
On the Usability of Electroencephalographic Signals for Biometric Recognition: A Survey,
HMS(47), No. 6, December 2017, pp. 958-969.
IEEE DOI 1712
BibRef
Earlier:
Novel HHT-Based Features for Biometric Identification Using EEG Signals,
ICPR14(1922-1927)
IEEE DOI 1412
Biometrics, Biometrics (access control), Classification, Electrodes, Electroencephalography, Feature extraction, usability BibRef

Liew, S.H.[Siaw-Hong], Choo, Y.H.[Yun-Huoy], Low, Y.F.[Yin Fen], Yusoh, Z.I.M.[Zeratul I. Mohd],
EEG-based biometric authentication modelling using incremental fuzzy-rough nearest neighbour technique,
IET-Bio(7), No. 2, March 2018, pp. 145-152.
DOI Link 1802
BibRef

Suppiah, R.[Ravi], Vinod, A.P.[Achutavarrier Prasad],
Biometric identification using single channel EEG during relaxed resting state,
IET-Bio(7), No. 4, July 2018, pp. 342-348.
DOI Link 1807
BibRef

Özdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D.,
Adversarial Deep Learning in EEG Biometrics,
SPLetters(26), No. 5, May 2019, pp. 710-714.
IEEE DOI 1905
brain, convolutional neural nets, electroencephalography, learning (artificial intelligence), medical signal processing, convolutional networks BibRef

Gui, Q.[Qiong], Ruiz-Blondet, M.V.[Maria V.], Laszlo, S.[Sarah], Jin, Z.P.[Zhan-Peng],
A Survey on Brain Biometrics,
Surveys(51), No. 6, February 2019, pp. Article No 112.
DOI Link 1906
Research has show promise, but not compelte yet. BibRef

Alyasseri, Z.A.A.[Zaid Abdi Alkareem], Khader, A.T.[Ahamad Tajudin], Al-Betar, M.A.[Mohammed Azmi], Alomari, O.A.[Osama Ahmad],
Person identification using EEG channel selection with hybrid flower pollination algorithm,
PR(105), 2020, pp. 107393.
Elsevier DOI 2006
EEG, Biometric, Channel selection, Flower pollination algorithm, -hill climbing BibRef

Wang, M.[Min], Hu, J.K.[Jian-Kun], Abbass, H.A.[Hussein A.],
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs,
PR(105), 2020, pp. 107381.
Elsevier DOI 2006
EEG biometrics, Brain functional connectivity, Person identification BibRef

Monsy, J.C.[Jijomon Chettuthara], Vinod, A.P.[Achutavarrier Prasad],
EEG-based biometric identification using frequency-weighted power feature,
IET-Bio(9), No. 6, November 2020, pp. 251-258.
DOI Link 2010
BibRef


Maiorana, E.[Emanuele],
EEG-Based Biometric Verification Using Siamese CNNs,
NTIAP19(3-11).
Springer DOI 1909
BibRef

Schons, T.[Thiago], Moreira, G.J.P.[Gladston J. P.], Silva, P.H.L.[Pedro H. L.], Coelho, V.N.[Vitor N.], Luz, E.J.S.[Eduardo J. S.],
Convolutional Network for EEG-Based Biometric,
CIARP17(601-608).
Springer DOI 1802
BibRef

Barra, S.[Silvio], Casanova, A.[Andrea], Fraschini, M.[Matteo], Nappi, M.[Michele],
EEG/ECG Signal Fusion Aimed at Biometric Recognition,
BioFor15(35-42).
Springer DOI 1511
BibRef

Ferreira, A.[António], Almeida, C.[Carlos], Georgieva, P.[Pétia], Tomé, A.[Ana], Silva, F.[Filipe],
Advances in EEG-Based Biometry,
ICIAR10(II: 287-295).
Springer DOI 1006
BibRef

Sun, S.L.[Shi-Liang],
Multitask learning for EEG-based biometrics,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Brain-Computer Interface, Brain-Machine Interface .


Last update:Nov 23, 2020 at 10:27:11