{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T17:21:38Z","timestamp":1742923298215,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030694173"},{"type":"electronic","value":"9783030694180"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-69418-0_2","type":"book-chapter","created":{"date-parts":[[2021,2,20]],"date-time":"2021-02-20T16:28:24Z","timestamp":1613838504000},"page":"14-24","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Study of Dimensionality Reduction for Facial Expression Recognition"],"prefix":"10.1007","author":[{"given":"Yacine","family":"Yaddaden","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehdi","family":"Adda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdenour","family":"Bouzouane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,2,21]]},"reference":[{"issue":"2","key":"2_CR1","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1504\/IJBM.2017.085665","volume":"9","author":"AM Ali","year":"2017","unstructured":"Ali, A.M., Zhuang, H., Ibrahim, A.K.: An approach for facial expression classification. IJBM 9(2), 96\u2013112 (2017)","journal-title":"IJBM"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: Schmid, C., Soatto, S., Tomasi, C. (eds.) CVPR vol.\u00a01, pp. 886\u2013893. IEEE Computer Society (Jun 2005)","DOI":"10.1109\/CVPR.2005.177"},{"issue":"2","key":"2_CR3","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1037\/h0030377","volume":"17","author":"P Ekman","year":"1971","unstructured":"Ekman, P., Friesen, W.V.: Constants across cultures in the face and emotion. J. Pers. Soc. Psychol. 17(2), 124\u2013129 (1971)","journal-title":"J. Pers. Soc. Psychol."},{"issue":"5","key":"2_CR4","first-page":"3325","volume":"34","author":"F Gonz\u00e1lez-Hern\u00e1ndez","year":"2018","unstructured":"Gonz\u00e1lez-Hern\u00e1ndez, F., Zatarain-Cabada, R., Barr\u00f3n-Estrada, M.L., Rodr\u00edguez-Rangel, H.: Recognition of learning-centered emotions using a convolutional neural network. JIFS 34(5), 3325\u20133336 (2018)","journal-title":"JIFS"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Happy, S., Routray, A.: Robust facial expression classification using shape and appearance features. In: ICAPR, pp.\u00a01\u20135. IEEE (2015)","DOI":"10.1109\/ICAPR.2015.7050661"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Kazemi, V., Sullivan, J.: One millisecond face alignment with an ensemble of regression trees. In: CVPR, pp. 1867\u20131874 (2014)","DOI":"10.1109\/CVPR.2014.241"},{"issue":"8","key":"2_CR7","doi-asserted-by":"publisher","first-page":"1377","DOI":"10.1080\/02699930903485076","volume":"24","author":"O Langner","year":"2010","unstructured":"Langner, O., Dotsch, R., Bijlstra, G., Wigboldus, D.H., Hawk, S.T., Van Knippenberg, A.: Presentation and validation of the radboud faces database. Cogn. Emot. 24(8), 1377\u20131388 (2010)","journal-title":"Cogn. Emot."},{"issue":"4","key":"2_CR8","doi-asserted-by":"publisher","first-page":"712","DOI":"10.3390\/s17040712","volume":"17","author":"Y Liu","year":"2017","unstructured":"Liu, Y., Li, Y., Ma, X., Song, R.: Facial expression recognition with fusion features extracted from salient facial areas. Sensors 17(4), 712 (2017)","journal-title":"Sensors"},{"issue":"3","key":"2_CR9","doi-asserted-by":"publisher","first-page":"444","DOI":"10.20965\/jaciii.2019.p0444","volume":"23","author":"ZT Liu","year":"2019","unstructured":"Liu, Z.T., Li, S.H., Cao, W.H., Li, D.Y., Hao, M., Zhang, R.: Combining 2d gabor and local binary pattern for facial expression recognition using extreme learning machine. JACIII 23(3), 444\u2013455 (2019)","journal-title":"JACIII"},{"key":"2_CR10","doi-asserted-by":"crossref","unstructured":"Lundqvist, D., Flykt, A., \u00d6hman, A.: The karolinska directed emotional faces - kdef, cd rom from department of clinical neuroscience, psychology section, karolinska institutet (1998)","DOI":"10.1037\/t27732-000"},{"key":"2_CR11","unstructured":"Lyons, M., Akamatsu, S., Kamachi, M., Gyoba, J.: Coding facial expressions with gabor wavelets. In: AFGR, pp. 200\u2013205. IEEE (1998)"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Meena, H.K., Joshi, S.D., Sharma, K.K.: Facial expression recognition using graph signal processing on hog. IETE J. Res., 1\u20137 (2019)","DOI":"10.1080\/03772063.2019.1565952"},{"key":"2_CR13","unstructured":"Mehrabian, A.: Communication without words, pp. 51\u201352. Transaction Publishers, 2 edn. (1968)"},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Nurzynska, K.: Emotion recognition: the influence of texture\u2019s descriptors on classification accuracy. In: BDAS, pp. 427\u2013438. Springer (2017)","DOI":"10.1007\/978-3-319-58274-0_34"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Olivares-Mercado, J., Toscano-Medina, K., Sanchez-Perez, G., Portillo-Portillo, J., Perez-Meana, H., Benitez-Garcia, G.: Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. In: IWBF, pp.\u00a01\u20136. IEEE (2019)","DOI":"10.1109\/IWBF.2019.8739178"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Yaddaden, Y., Adda, M., Bouzouane, A., Gaboury, S., Bouchard, B.: Facial expression recognition from video using geometric features. In: ICPRS, pp.\u00a01\u20136. IET (2017)","DOI":"10.1049\/cp.2017.0133"},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Yaddaden, Y., Adda, M., Bouzouane, A., Gaboury, S., Bouchard, B.: Facial sub-regions for automatic emotion recognition using local binary patterns. In: SIVA, pp.\u00a01\u20136. IEEE (2018)","DOI":"10.1109\/SIVA.2018.8661026"},{"key":"2_CR18","doi-asserted-by":"crossref","unstructured":"Yaddaden, Y., Adda, M., Bouzouane, A., Gaboury, S., Bouchard, B.: Hybrid-based facial expression recognition approach for human-computer interaction. In: MMSP, pp.\u00a01\u20136. IEEE (2018)","DOI":"10.1109\/MMSP.2018.8547081"},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Yaddaden, Y., Adda, M., Bouzouane, A., Gaboury, S., Bouchard, B.: One-class and bi-class SVM classifier comparison for automatic facial expression recognition. In: ICASS, pp.\u00a01\u20136. IEEE (2018)","DOI":"10.1109\/ICASS.2018.8651969"},{"key":"2_CR20","first-page":"173","volume":"112","author":"Y Yaddaden","year":"2018","unstructured":"Yaddaden, Y., Adda, M., Bouzouane, A., Gaboury, S., Bouchard, B.: User action and facial expression recognition for error detection system in an ambient assisted environment. ESWA 112, 173\u2013189 (2018)","journal-title":"ESWA"}],"container-title":["Lecture Notes in Networks and Systems","Advances in Computing Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-69418-0_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T15:12:13Z","timestamp":1724512333000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-69418-0_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030694173","9783030694180"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-69418-0_2","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"21 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computing Systems and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Algiers","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Algeria","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 December 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csa2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.emp.mdn.dz\/events\/csa\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}