{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T04:41:35Z","timestamp":1774500095932,"version":"3.50.1"},"publisher-location":"Singapore","reference-count":45,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819755936","type":"print"},{"value":"9789819755943","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-5594-3_2","type":"book-chapter","created":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T15:06:26Z","timestamp":1723561586000},"page":"12-22","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Hyperspectral Face Recognition via Existing 2D Face Recognition Methods"],"prefix":"10.1007","author":[{"given":"Guang Yi","family":"Chen","sequence":"first","affiliation":[]},{"given":"Wenfang","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Adam","family":"Krzyzak","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,8,14]]},"reference":[{"issue":"6","key":"2_CR1","doi-asserted-by":"publisher","first-page":"1354","DOI":"10.1109\/TSMCA.2010.2052603","volume":"40","author":"W Di","year":"2010","unstructured":"Di, W., Zhang, L., Zhang, D., Pan, Q.: Studies on hyperspectral face recognition in visible spectrum with feature band selection. IEEE Trans. Syst. Man Cybern. A: Syst. Hum. 40(6), 1354\u20131361 (2010)","journal-title":"IEEE Trans. Syst. Man Cybern. A: Syst. Hum."},{"key":"2_CR2","unstructured":"PolyU-HSFD. http:\/\/www4.comp.polyu.edu.hk\/~biometrics\/. Accessed 29 July 2015"},{"issue":"12","key":"2_CR3","doi-asserted-by":"publisher","first-page":"1552","DOI":"10.1109\/TPAMI.2003.1251148","volume":"25","author":"Z Pan","year":"2003","unstructured":"Pan, Z., Healey, G., Prasad, M., Tromberg, B.: Face recognition in hyperspectral images. IEEE Trans. Pattern Anal. Mach. Intell. 25(12), 1552\u20131560 (2003)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"2_CR4","unstructured":"CMU-HSFD. http:\/\/www.consortium.ri.cmu.edu\/hsagree\/index.cgi. Accessed 29 July 2015"},{"key":"2_CR5","unstructured":"Shen, L., Zheng, S.: Hyperspectral face recognition using 3D Gabor wavelets. In: International Conference on Pattern Recognition, pp. 1574\u2013157 (2012)"},{"issue":"3","key":"2_CR6","doi-asserted-by":"publisher","first-page":"1127","DOI":"10.1109\/TIP.2015.2393057","volume":"24","author":"M Uzair","year":"2015","unstructured":"Uzair, M., Mahmood, A., Mian, A.: Hyperspectral face recognition with spatiospectral information fusion and PLS regression. IEEE Trans. Image Process. 24(3), 1127\u20131137 (2015)","journal-title":"IEEE Trans. Image Process."},{"key":"2_CR7","unstructured":"Turk, M., Pentland, A.: Face recognition using eigenfaces. In: IEEE International Conference Computer Vision and Pattern Recognition, pp. 586\u2013591 (1991)"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Ahonen, T., Hadid, A., Pietikainen, M.: Face recognition with local binary pattern. In: Proceedings of the 8th European Conference on Computer Vision, pp. 469\u2013481 (2004)","DOI":"10.1007\/978-3-540-24670-1_36"},{"issue":"1","key":"2_CR9","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1049\/iet-bmt.2015.0103","volume":"6","author":"GY Chen","year":"2017","unstructured":"Chen, G.Y., Sun, W., Xie, W.F.: Hyperspectral face recognition using log-polar Fourier features and collaborative representation-based voting classifiers. IET Biomet. 6(1), 36\u201342 (2017)","journal-title":"IET Biomet."},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1137\/S0036139903436005","volume":"65","author":"F Andersson","year":"2005","unstructured":"Andersson, F.: Fast inversion of the Radon transform using log-polar coordinates and partial back-projections. SIAM J. Appl. Math. 65, 818\u2013837 (2005)","journal-title":"SIAM J. Appl. Math."},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Sun, S., Zhao, H., Jin, B.: Robust tensor preserving projection for multispectral face recognition. Math. Probl. Eng. 597245 (2014)","DOI":"10.1155\/2014\/597245"},{"issue":"10","key":"2_CR12","doi-asserted-by":"publisher","DOI":"10.1117\/1.OE.53.10.103102","volume":"53","author":"H Wang","year":"2014","unstructured":"Wang, H., Bau, T.C., Healey, G.: Expression-invariant face recognition in hyperspectral images. Opt. Eng. 53(10), 103102 (2014)","journal-title":"Opt. Eng."},{"issue":"7","key":"2_CR13","doi-asserted-by":"publisher","DOI":"10.1117\/1.2757197","volume":"46","author":"Z Pan","year":"2007","unstructured":"Pan, Z., Healey, G., Tromberg, B.: Hyperspectral face recognition under unknown illumination. Opt. Eng. 46(7), 077201 (2007)","journal-title":"Opt. Eng."},{"key":"2_CR14","unstructured":"Sharma, V., Gool, L.V.: Image-level classification in hyperspectral images using feature descriptors, with application to face recognition. Submitted to Computer Vision and Pattern Recognition, 11 May 2016. http:\/\/arxiv.org\/pdf\/1605.03428.pdf"},{"key":"2_CR15","unstructured":"Vinayak, B., Payal, M.: Hyperspectral face recognition using multidimensional clustering on hyperspectral face images. LAP Lambert Academic Publishing (2014)"},{"key":"2_CR16","doi-asserted-by":"publisher","first-page":"635","DOI":"10.3233\/JIFS-17283","volume":"37","author":"GY Chen","year":"2019","unstructured":"Chen, G.Y., Xie, W.F.: Hyperspectral face recognition with minimum noise fraction, histogram of oriented gradient features and collaborative representation-based classifier. J. Intell. Fuzzy Syst. 37, 635\u2013643 (2019)","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"4","key":"2_CR17","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1049\/iet-ipr.2016.0722","volume":"11","author":"GY Chen","year":"2017","unstructured":"Chen, G.Y., Li, C.J., Sun, W.: Hyperspectral face recognition via feature extraction and CRC-based classifier. IET Image Proc. 11(4), 266\u2013272 (2017)","journal-title":"IET Image Proc."},{"key":"2_CR18","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1002\/cav.38","volume":"15","author":"A Bastanfard","year":"2004","unstructured":"Bastanfard, A., Bastanfard, O., Takahashi, H., Nakajima, M.: Toward anthropometric simulation of face rejuvenation and skin cosmetics. Comput. Anim. Virtual Worlds 15, 347\u2013352 (2004)","journal-title":"Comput. Anim. Virtual Worlds"},{"key":"2_CR19","unstructured":"Bastanfard, A., Takahashi, H., Nakajima, M.: Toward E-appearance of human face and hair by age, expression and rejuvenation. In: International Conference on Cyberworlds. Tokyo, Japan (2004)"},{"issue":"8","key":"2_CR20","doi-asserted-by":"publisher","first-page":"2431","DOI":"10.1016\/j.sigpro.2010.02.015","volume":"90","author":"MM Dehshibi","year":"2010","unstructured":"Dehshibi, M.M., Bastanfard, A.: A new algorithm for age recognition from facial images. Signal Process. 90(8), 2431\u20132444 (2010)","journal-title":"Signal Process."},{"issue":"2","key":"2_CR21","doi-asserted-by":"publisher","first-page":"2299","DOI":"10.1007\/s11042-021-11691-5","volume":"81","author":"GY Chen","year":"2022","unstructured":"Chen, G.Y., Krzyzak, A., Xie, W.F.: Hyperspectral face recognition with histogram of oriented gradient features and collaborate representation-based classifier. Multimedia Tools Appl. 81(2), 2299\u20132310 (2022)","journal-title":"Multimedia Tools Appl."},{"issue":"6","key":"2_CR22","doi-asserted-by":"publisher","first-page":"1635","DOI":"10.1109\/TIP.2010.2042645","volume":"19","author":"X Tan","year":"2010","unstructured":"Tan, X., Triggs, B.: Enhanced local texture sets for face recognition under difficult lighting conditions. IEEE Trans. Image Process. 19(6), 1635\u20131650 (2010)","journal-title":"IEEE Trans. Image Process."},{"key":"2_CR23","unstructured":"Heusch, G., Cardinaux, F., Marcel, S., Lighting normalization algorithms for face verification, IDIAP-com 05-03. March 2005"},{"key":"2_CR24","unstructured":"Struc, V., Pavesic, N.: Illumination invariant face recognition by non-local smoothing. In: Proceedings of BIOID MultiComm, LNCS 5707, pp. 1\u20138. Springer, September 2009"},{"issue":"8","key":"2_CR25","doi-asserted-by":"publisher","first-page":"1929","DOI":"10.1016\/j.sigpro.2008.01.028","volume":"88","author":"YK Park","year":"2008","unstructured":"Park, Y.K., Park, S.L., Kim, J.K.: Retinex method based on adaptive smoothing for illumination invariant face recognition. Signal Process. 88(8), 1929\u20131945 (2008)","journal-title":"Signal Process."},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Gross, R., Brajovic, V.: An image preprocessing algorithm for illumination invariant face recognition. In: Proceedings of the 4th International Conference on Audio- and Video-Based Biometric Personal Authentication, AVPBA 2003, pp. 10\u201318 (2003)","DOI":"10.1007\/3-540-44887-X_2"},{"issue":"2","key":"2_CR27","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1109\/TSMCB.2005.857353","volume":"36","author":"W Chen","year":"2006","unstructured":"Chen, W., Er, M.J., Wu, S.: Illumination compensation and normalization for robust face recognition Using Discrete Cosine Transform in Logarithmic Domain. IEEE Trans. Syst. Man Cybern. Part B 36(2), 458\u2013466 (2006)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B"},{"issue":"8","key":"2_CR28","doi-asserted-by":"publisher","first-page":"1264","DOI":"10.1109\/PROC.1968.6570","volume":"56","author":"AV Oppenheim","year":"1968","unstructured":"Oppenheim, A.V., Schafer, R.W., Stockham, T.G.: Nonlinear filtering of multiplied and convolved signals. Proc. IEEE 56(8), 1264\u20131291 (1968)","journal-title":"Proc. IEEE"},{"issue":"7","key":"2_CR29","first-page":"897","volume":"6","author":"DJ Jabson","year":"1997","unstructured":"Jabson, D.J., Rahmann, Z., Woodell, G.A.: A multiscale Retinex for bridging the gap between color images and the human observations of scenes. IEEE Trans. Image Process. 6(7), 897\u20131056 (1997)","journal-title":"IEEE Trans. Image Process."},{"key":"2_CR30","unstructured":"Wang, H., Li, S. Z., Wang, Y., Zhang, J.: Self quotient image for face recognition. In: Proceedings of the International Conference on Pattern Recognition, pp. 1397\u20131400 (2004)"},{"issue":"9","key":"2_CR31","doi-asserted-by":"publisher","first-page":"891","DOI":"10.1109\/34.93808","volume":"13","author":"WT Freeman","year":"1991","unstructured":"Freeman, W.T., Adelson, E.H.: The design and use of steerable filters. IEEE Trans. Pattern Anal. Mach. Intell. 13(9), 891\u2013906 (1991)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"2_CR32","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1016\/j.patcog.2008.03.017","volume":"42","author":"T Zhang","year":"2009","unstructured":"Zhang, T., et al.: Multiscale facial structure representation for face recognition under varying illumination. Pattern Recogn. 42(2), 252\u2013258 (2009)","journal-title":"Pattern Recogn."},{"issue":"9","key":"2_CR33","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1109\/TCSVT.2010.2045817","volume":"20","author":"S Du","year":"2010","unstructured":"Du, S., Ward, R.K.: Adaptive region-based image enhancement method for robust face recognition under variable illumination conditions. IEEE Trans. Circuits Syst. Video Technol. 20(9), 1165\u20131175 (2010)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"2_CR34","unstructured":"Davidson, M.W., Abramowitz, M.: Molecular expressions microscopy primer: digital image processing \u2013 Difference of Gaussians Edge Enhancement Algorithm, Olympus America Inc., and Florida State University"},{"issue":"11","key":"2_CR35","doi-asserted-by":"publisher","first-page":"2599","DOI":"10.1109\/TIP.2009.2028255","volume":"18","author":"T Zhang","year":"2009","unstructured":"Zhang, T., Tang, Y.Y., Fang, B., Shang, Z., Liu, X.: Face recognition under varying illumination using gradientfaces. IEEE Trans. Image Process. 18(11), 2599\u20132606 (2009)","journal-title":"IEEE Trans. Image Process."},{"issue":"7","key":"2_CR36","doi-asserted-by":"publisher","first-page":"1807","DOI":"10.1109\/TIP.2010.2097270","volume":"20","author":"X Xie","year":"2011","unstructured":"Xie, X., Zheng, W.S., Lai, J., Yuen, P.C., Suen, C.Y.: Normalization of face illumination based on large-and small-scale features. IEEE Trans. Image Process. 20(7), 1807\u20131821 (2011)","journal-title":"IEEE Trans. Image Process."},{"issue":"8","key":"2_CR37","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1109\/LSP.2011.2158998","volume":"18","author":"B Wang","year":"2011","unstructured":"Wang, B., Li, W., Liao, Q.: Illumination normalization based on Weber\u2019s law with application to face recognition. IEEE Signal Process. Lett. 18(8), 462\u2013465 (2011)","journal-title":"IEEE Signal Process. Lett."},{"issue":"1","key":"2_CR38","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1109\/36.3001","volume":"26","author":"AA Green","year":"1988","unstructured":"Green, A.A., Berman, M., Switzer, P., Craig, M.D.: A transformation for ordering multispectral data in terms of image quality with implications for noise removal. IEEE Trans. Geosci. Remote Sens. 26(1), 65\u201374 (1988)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"3","key":"2_CR39","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1109\/36.54356","volume":"28","author":"JB Lee","year":"1990","unstructured":"Lee, J.B., Woodyatt, A.S., Berman, M.: Enhancement of high spectral resolution remote sensing data by a noise-adjusted principal component transform. IEEE Trans. Geosci. Remote Sens. 28(3), 295\u2013304 (1990)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"2_CR40","doi-asserted-by":"crossref","unstructured":"Dabov, K., Foi, A., Egiazarian, K.: Video denoising by sparse 3D transform-domain collaborative filtering. In: Proceedings of the 15th European Signal Processing Conference, EUSIPCO 2007. Poznan, Poland (2007)","DOI":"10.1117\/12.766355"},{"key":"2_CR41","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs. B.: Histograms of oriented gradients for human detection. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"issue":"2","key":"2_CR42","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"JA Wright","year":"2009","unstructured":"Wright, J.A., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell. 31(2), 210\u2013227 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"2_CR43","doi-asserted-by":"crossref","unstructured":"Zhang, L., Yang, M., Feng, X.: Sparse representation or collaborative representation: which helps face recognition? In: IEEE International Conference on Computer Vision, pp. 471\u2013478 (2011)","DOI":"10.1109\/ICCV.2011.6126277"},{"key":"2_CR44","unstructured":"Masayuki Tanka\u2019s Matlab code for face parts detection. https:\/\/www.mathworks.com\/matlabcentral\/fileexchange\/36855-face-parts-detection. Accessed 18 August 2016"},{"key":"2_CR45","doi-asserted-by":"crossref","unstructured":"Abdi, H.: Partial least squares regression and projection on latent structure regression (PLS-Regression), Wiley Interdisciplinary Reviews: Computational Statistics, vol. 2, pp. 97\u2013106 (2010)","DOI":"10.1002\/wics.51"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-5594-3_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T17:31:44Z","timestamp":1732642304000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-5594-3_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819755936","9789819755943"],"references-count":45,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-5594-3_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"14 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tianjin","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2024\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}