{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:13:26Z","timestamp":1761581606169,"version":"3.41.0"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319689340"},{"type":"electronic","value":"9783319689357"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68935-7_22","type":"book-chapter","created":{"date-parts":[[2017,10,5]],"date-time":"2017-10-05T03:53:18Z","timestamp":1507175598000},"page":"192-200","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Face Anti-spoofing Algorithm Based on Gray Level Co-occurrence Matrix and Dual Tree Complex Wavelet Transform"],"prefix":"10.1007","author":[{"given":"Xiaofeng","family":"Qu","sequence":"first","affiliation":[]},{"given":"Hengjian","family":"Li","sequence":"additional","affiliation":[]},{"given":"Jiwen","family":"Dong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,10,6]]},"reference":[{"key":"22_CR1","unstructured":"Duc, N.M., Minh, B.Q.: Your face is not your password. In: Black Hat Conference, pp. 1\u201316 (2009)"},{"key":"22_CR2","unstructured":"Choudhury, T., Clarkson, B., Jebara, T., Pentland, A.: Multimodal person recognition using unconstrained audio and video. In: AVBPA 99, Washington DC, pp. 176\u2013181 (1999)"},{"key":"22_CR3","doi-asserted-by":"crossref","unstructured":"Kollreider, K., Fronthaler, H., Bigun, J.: Evaluating liveness by face images and the structure tensor. In: Fourth IEEE Workshop on Automatic Identification Advanced Technologies, pp. 75\u201380, October 2005","DOI":"10.1109\/AUTOID.2005.20"},{"issue":"1\u20132","key":"22_CR4","first-page":"72","volume":"91","author":"DA Socolinsky","year":"2003","unstructured":"Socolinsky, D.A., Selinger, A., Neuheisel, J.D.: Face recognition with visible and thermal infrared imager. CVIU 91(1\u20132), 72\u2013114 (2003)","journal-title":"CVIU"},{"key":"22_CR5","first-page":"235","volume":"1","author":"H-K Jee","year":"2006","unstructured":"Jee, H.-K., Jung, S.-U., Yoo, J.-H.: Liveness detection for embedded face recognition system. Int. J. Med. Sci. 1, 235\u2013238 (2006)","journal-title":"Int. J. Med. Sci."},{"key":"22_CR6","doi-asserted-by":"crossref","unstructured":"Li, J., Wang, Y., Tan, T., Jain, A.: Live face detection based on the analysis of fourier spectra. In: Proceedings of SPIE Biometric Technology for Human Identification, vol. 5404, pp. 296\u2013303 (2004)","DOI":"10.1117\/12.541955"},{"key":"22_CR7","unstructured":"Chingovska, I., Anjos, A., Marcel, S.: On the effectiveness of local binary patterns in face anti-spoofing. In: Bromme, A., Busch, C., (eds.) BIOSIG, pp. 1\u20137. IEEE (2012)"},{"key":"22_CR8","doi-asserted-by":"crossref","unstructured":"Maatta, J., Hadid, A., Pietikainen, M.: Face spoofing detection from single images using micro-texture analysis. In: International Joint Conference on Biometrics (IJCB2011), Washington DC, USA, pp. 10\u201317 (2011)","DOI":"10.1109\/IJCB.2011.6117510"},{"issue":"1","key":"22_CR9","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1049\/iet-bmt.2011.0009","volume":"1","author":"J Maatta","year":"2012","unstructured":"Maatta, J., Hadid, A., Pietikainen, M.: Face spoofing detection from single images using texture and local shape analysis. IET Biometrics 1(1), 3\u201310 (2012). The Institution of Engineering and Technology 2012","journal-title":"IET Biometrics"},{"key":"22_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TIFS.2015.2414392","volume":"10","author":"D Wen","year":"2015","unstructured":"Wen, D., Han, H., Jain, A.K.: Face spoof detection with image distortion analysis. IEEE Trans. Inf. Forensics Secur. 10, 1\u201316 (2015)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"7","key":"22_CR11","first-page":"882","volume":"20","author":"Z Dong","year":"2015","unstructured":"Dong, Z., Tang, X., Zhang, S., et al.: Image restoration combined with wavelet transform and texture synthesis. Chin. J. Image Graph. 20(7), 882\u2013894 (2015)","journal-title":"Chin. J. Image Graph."},{"issue":"7","key":"22_CR12","first-page":"830","volume":"30","author":"Yu Cao","year":"2014","unstructured":"Cao, Yu., Ling, T., Lifang, W.: Live face gray co-occurrence matrix and wavelet analysis in authentication detection algorithm. J. Sig. Process. 30(7), 830\u2013835 (2014)","journal-title":"J. Sig. Process."},{"key":"22_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1007\/978-3-642-15567-3_37","volume-title":"Computer Vision \u2013 ECCV 2010","author":"X Tan","year":"2010","unstructured":"Tan, X., Li, Y., Liu, J., Jiang, L.: Face liveness detection from a single image with sparse low rank bilinear discriminative model. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010. LNCS, vol. 6316, pp. 504\u2013517. Springer, Heidelberg (2010). doi:10.1007\/978-3-642-15567-3_37"},{"key":"22_CR14","doi-asserted-by":"crossref","unstructured":"Kose, N., Dugelay, J.-L.: Classification of captured and recaptured images to detect photograph spoofing. In: ICIEV 2012, pp. 1027\u20131032 (2012)","DOI":"10.1109\/ICIEV.2012.6317336"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2017"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68935-7_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T00:32:27Z","timestamp":1750897947000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-68935-7_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319689340","9783319689357"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68935-7_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"6 October 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IDEAL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Data Engineering and Automated Learning","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guilin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 October 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 November 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ideal2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ideal2017.guet.edu.cn\/ideal\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}