{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T03:43:10Z","timestamp":1649043790322},"reference-count":17,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Image Grap."],"published-print":{"date-parts":[[2011,10]]},"abstract":"<jats:p> In this paper, a multi-linear approach based on texture features for face recognition is proposed. First, we extract fragment-based texture features of the facial images using the local binary pattern (LBP) descriptors, which capture both shape and texture information and also are robust to illumination variations. Second, we propose high-order orthogonal iteration (HOOI) algorithm that obtains optimum truncated factor-specific modes, which are not guaranteed in the standard N-mode SVD algorithm, in an iterative manner. Finally, we apply HOOI to obtain a compact and effective representation of the facial images based on the texture features. Our representation yields improved facial recognition rates relative to standard eigenface, tensorface, and other popular algorithms, especially when the facial images are confronted by a variety of viewpoints and illuminations. To evaluate the validity of our approach, a series of experiments are performed on the CMU-PIE facial databases. <\/jats:p>","DOI":"10.1142\/s021946781100424x","type":"journal-article","created":{"date-parts":[[2012,1,9]],"date-time":"2012-01-09T06:14:39Z","timestamp":1326089679000},"page":"495-508","source":"Crossref","is-referenced-by-count":0,"title":["A NOVEL TEXTURE-BASED MULTI-LINEAR ANALYSIS ALGORITHM FOR FACE RECOGNITION"],"prefix":"10.1142","volume":"11","author":[{"given":"HUCHUAN","family":"LU","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian City, Liaoning Province, Dalian, 116024, China"}]},{"given":"DONG","family":"WANG","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian City, Liaoning Province, Dalian, 116024, China"}]},{"given":"YEN-WEI","family":"CHEN","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Ritsumeikan University, Ritsumeikan University, 1-1-1 Nojihigashi, Kusatsu, 525-8577, Japan"}]},{"given":"HAO","family":"CHEN","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Dalian University of Technology, No. 2 Linggong Road, Ganjingzi District, Dalian City, Liaoning Province, Dalian, 116024, China"}]}],"member":"219","published-online":{"date-parts":[[2012,4,6]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.4.000519"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1109\/34.41390"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1989.10478752"},{"key":"rf5","volume-title":"Advances in Neural Information Processing Systems","author":"He X.","year":"2004"},{"key":"rf6","first-page":"1208","volume":"1","journal-title":"IEEE International Conference on Computer Vision (ICCV)"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"rf8","author":"Zhou T.","journal-title":"Journal of Data Mining and Knowledge Discovery"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479896305696"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1261097"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.041"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2009.10.014"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(95)00067-4"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"rf20","first-page":"1657","volume":"19","author":"Guo Z.","journal-title":"IEEE Transactions on Image Processing"},{"key":"rf21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.08.017"},{"key":"rf22","first-page":"1615","volume":"25","author":"Sim T.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"}],"container-title":["International Journal of Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S021946781100424X","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T14:02:43Z","timestamp":1565186563000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S021946781100424X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,10]]},"references-count":17,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2012,4,6]]},"published-print":{"date-parts":[[2011,10]]}},"alternative-id":["10.1142\/S021946781100424X"],"URL":"https:\/\/doi.org\/10.1142\/s021946781100424x","relation":{},"ISSN":["0219-4678","1793-6756"],"issn-type":[{"value":"0219-4678","type":"print"},{"value":"1793-6756","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,10]]}}}