{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:07:24Z","timestamp":1780636044022,"version":"3.54.1"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,12,1]],"date-time":"2018-12-01T00:00:00Z","timestamp":1543622400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s13640-018-0367-6","type":"journal-article","created":{"date-parts":[[2018,12,3]],"date-time":"2018-12-03T23:13:39Z","timestamp":1543878819000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":40,"title":["The influence of photo elements on EEG signal recognition"],"prefix":"10.1186","volume":"2018","author":[{"given":"Qingjun","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yibo","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xueping","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,12,4]]},"reference":[{"issue":"1","key":"367_CR1","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.brainresrev.2006.06.003","volume":"53","author":"W Klimesch","year":"2007","unstructured":"W. Klimesch, P. Sauseng, S. Hanslmayr, EEG alpha oscillations: the inhibition-timing hypothesis. Brain Res. Rev. 53(1), 63\u201388 (2007)","journal-title":"Brain Res. Rev."},{"issue":"11","key":"367_CR2","doi-asserted-by":"publisher","first-page":"3153","DOI":"10.1007\/s00521-016-2230-y","volume":"28","author":"Y Zhang","year":"2017","unstructured":"Y. Zhang, X. Ji, B. Liu, D. Huang, F. Xie, Y. Zhang, Combined feature extraction method for classification of EEG signals. Neural Comput. & Applic. 28(11), 3153\u20133161 (2017)","journal-title":"Neural Comput. & Applic."},{"issue":"17","key":"367_CR3","doi-asserted-by":"publisher","first-page":"21967","DOI":"10.1007\/s11042-018-5618-0","volume":"77","author":"Y Dai","year":"2018","unstructured":"Y. Dai, X. Wang, P. Zhang, W. Zhang, J. Chen, Sparsity constrained differential evolution enabled feature-channel-sample hybrid selection for daily-life EEG emotion recognition. Multimedia Tools Appl. 77(17), 21967\u201321994 (2018)","journal-title":"Multimedia Tools Appl."},{"issue":"8","key":"367_CR4","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s00521-016-2646-4","volume":"29","author":"A Bhattacharyya","year":"2018","unstructured":"A. Bhattacharyya, M. Sharma, R.B. Pachori, P. Sircar, U.R. Acharya, A novel approach for automated detection of focal EEG signals using empirical wavelet transform. Neural Comput. & Applic. 29(8), 47\u201357 (2018)","journal-title":"Neural Comput. & Applic."},{"issue":"18","key":"367_CR5","doi-asserted-by":"publisher","first-page":"19087","DOI":"10.1007\/s11042-017-4580-6","volume":"76","author":"M Yadava","year":"2017","unstructured":"M. Yadava, P. Kumar, R. Saini, P.P. Roy, D. Prosad Dogra, Analysis of EEG signals and its application to neuromarketing. Multimedia Tools Appl. 76(18), 19087\u201319111 (2017)","journal-title":"Multimedia Tools Appl."},{"issue":"2","key":"367_CR6","first-page":"58","volume":"77","author":"N Mamoru","year":"2010","unstructured":"N. Mamoru, S. Yasutaka, Pupil size and EEG affected by visual stimuli. Electron. Commun. Jpn. 77(2), 58\u201367 (2010)","journal-title":"Electron. Commun. Jpn."},{"key":"367_CR7","unstructured":"X.D. Yan, H.G. Liu, H. Qiao, Research of Chinese characters and picture as stimulus in the cognitive EEG lie detection. J. Shanxi Police Acad. 20(1), 75\u201378 (2012)"},{"issue":"3","key":"367_CR8","first-page":"146","volume":"29","author":"FJ Liu","year":"1998","unstructured":"F.J. Liu, X. Wu, M.X. Yu, ERPs of characters of Chinese words compared with tone and picture stimuli in adolescents and aged persons. Clin. EEG 29(3), 146 (1998)","journal-title":"Clin. EEG"},{"issue":"4","key":"367_CR9","doi-asserted-by":"publisher","first-page":"743","DOI":"10.1109\/TPAMI.2007.1012","volume":"29","author":"S Marcel","year":"2007","unstructured":"S. Marcel, J.D.R. Millan, Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 29(4), 743\u2013752 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"367_CR10","doi-asserted-by":"crossref","unstructured":"C. He, X. Lv, Z.J. Wang, in IEEE international conference on acoustics, speech and signal processing. Hashing the mAR coefficients from EEG data for person authentication (IEEE Computer Society, Taipei, 2009), pp. 1445\u20131448","DOI":"10.1109\/ICASSP.2009.4959866"},{"key":"367_CR11","doi-asserted-by":"crossref","unstructured":"S.H. Liew, Y.H. Choo, F.L. Yin, in International conference on fuzzy theory and ITS applications. Fuzzy-rough nearest neighbour classifier for person authentication using EEG signals (IEEE, Taipei, 2013), pp. 316\u2013321","DOI":"10.1109\/iFuzzy.2013.6825457"},{"key":"367_CR12","doi-asserted-by":"crossref","unstructured":"T. Nakamura, V. Goverdovsky, D.P. Mandic, In-ear EEG biometrics for feasible and readily collectable real-world person authentication. IEEE Trans. Inf. Forensics Secur. (99), 1 (2017)","DOI":"10.1109\/TIFS.2017.2763124"},{"key":"367_CR13","unstructured":"S.K. Yeom, H.I. Suk, S.W. Lee, in Proceedings of the Korean information science society conference. EEG-based person authentication using face-specific self representation (Korean Institute of Information Scientists and Engineers, Seoul, 2011)"},{"issue":"6","key":"367_CR14","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1049\/iet-bmt.2016.0144","volume":"6","author":"Z Mu","year":"2017","unstructured":"Z. Mu, J. Hu, J. Min, et al., Comparison of different entropies as features for person authentication based on EEG signals. IET Biom. 6(6), 409\u2013417 (2017)","journal-title":"IET Biom."},{"issue":"12","key":"367_CR15","doi-asserted-by":"publisher","first-page":"432","DOI":"10.3390\/e18120432","volume":"18","author":"Z Mu","year":"2016","unstructured":"Z. Mu, J. Hu, J. Min, EEG-based person authentication using a fuzzy entropy-related approach with two electrodes. Entropy 18(12), 432 (2016)","journal-title":"Entropy"},{"key":"367_CR16","doi-asserted-by":"crossref","unstructured":"O. Nieves, V. Manian, in World Automation Congress. Automatic person authentication using fewer channel EEG motor imagery (IEEE, Guilin, 2016), pp. 1\u20136","DOI":"10.1109\/WAC.2016.7582945"},{"key":"367_CR17","doi-asserted-by":"crossref","unstructured":"Hu J F. New biometric approach based on motor imagery EEG signals BioMedical Information Engineering, 2009. FBIE 2009. International Conference on Future. IEEE, Tianjin, 2010:94\u201397","DOI":"10.1109\/FBIE.2009.5405787"},{"key":"367_CR18","doi-asserted-by":"crossref","unstructured":"Das K, Zhang S, Giesbrecht B, et al. Using rapid visually evoked EEG activity for person identification International conference of the IEEE Engineering in Medicine & Biology Society. Conf Proc IEEE Eng Med Biol Soc, 2009:2490","DOI":"10.1109\/IEMBS.2009.5334858"},{"key":"367_CR19","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/978-3-642-13775-4_29","volume-title":"International conference image analysis and recognition","author":"A Ferreira","year":"2010","unstructured":"A. Ferreira, C. Almeida, P. Georgieva, et al., in International conference image analysis and recognition. Advances in EEG-Based Biometry (Springer, Berlin, Heidelberg, 2010), pp. 287\u2013295"},{"key":"367_CR20","doi-asserted-by":"crossref","unstructured":"Paranjape R B, Mahovsky J, Benedicenti L, et al. The electroencephalogram as a biometric Electrical and computer engineering, 2001. Canadian Conference on. IEEE, Toronto, 2001:1363\u20131366 2","DOI":"10.1109\/CCECE.2001.933649"},{"key":"367_CR21","doi-asserted-by":"crossref","unstructured":"C. Miyamoto, S. Baba, I. Nakanishi, in International symposium on intelligent signal processing and communications systems. Biometric person authentication using new spectral features of electroencephalogram (EEG) (IEEE, Shanghai, 2009), pp. 1\u20134","DOI":"10.1109\/ISPACS.2009.4806762"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0367-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13640-018-0367-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0367-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T08:36:54Z","timestamp":1775291814000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-018-0367-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["367"],"URL":"https:\/\/doi.org\/10.1186\/s13640-018-0367-6","relation":{},"ISSN":["1687-5281"],"issn-type":[{"value":"1687-5281","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12]]},"assertion":[{"value":"11 August 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 October 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 December 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"134"}}