{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T11:32:32Z","timestamp":1781609552354,"version":"3.54.5"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030770730","type":"print"},{"value":"9783030770747","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-77074-7_3","type":"book-chapter","created":{"date-parts":[[2021,7,2]],"date-time":"2021-07-02T23:06:05Z","timestamp":1625267165000},"page":"27-40","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Facial Feature Recognition System Development for Enhancing Customer Experience in Cosmetics"],"prefix":"10.1007","author":[{"given":"Irene","family":"Chiocchia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pei-Luen Patrick","family":"Rau","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,7,3]]},"reference":[{"key":"3_CR1","unstructured":"Alizadeh, S., Fazel, A.: Convolutional neural networks for facial expression recognition (2017)"},{"key":"3_CR2","unstructured":"Arya, S., Agrawal, A.: Face recognition with partial face recognition and convolutional neural network. Int. J. Adv. Res. Comput. Eng. Technol. (IJARCET) 7(1) (2018)"},{"key":"3_CR3","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1023\/A:1008121908145","volume":"23","author":"D Balya","year":"1999","unstructured":"Balya, D., Roska, R.: Manufactured in the Netherlands. Face and eye detection by CNN algorithms. J. VLSI Signal Process. 23, 497\u2013511 (1999)","journal-title":"J. VLSI Signal Process."},{"key":"3_CR4","unstructured":"Bhele, S.G., Mankar, V.H.: A review paper on face recognition techniques. Int. J. Adv. Res. Comput. Eng. Technol. (IJARCET) 1(8) (2012)"},{"key":"3_CR5","unstructured":"Burton, C.: What\u2019s Your Eye Shape? Beautilish (2012)"},{"key":"3_CR6","unstructured":"Cardellino, C.: Your Ultimate Guide to Applying Eyeliner on Every Single Eye Shape, Cosmpolitan (2018)"},{"key":"3_CR7","doi-asserted-by":"crossref","unstructured":"Cox, I.J., Ghosn, J., Yianilos, P.N.: Feature-based face recognition using mixture-distance. In: Computer Vision and Pattern Recognition. IEEE Press (1996)","DOI":"10.1109\/CVPR.1996.517076"},{"issue":"2","key":"3_CR8","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1080\/02522667.2019.1582875","volume":"40","author":"AK Dubey","year":"2019","unstructured":"Dubey, A.K., Jain, V.: A review of face recognition methods using deep learning network. J. Inf. Optim. Sci. 40(2), 547\u2013558 (2019). https:\/\/doi.org\/10.1080\/02522667.2019.1582875","journal-title":"J. Inf. Optim. Sci."},{"key":"3_CR9","doi-asserted-by":"publisher","unstructured":"Eide, A.J., Jahren, C., Jorgensen, S., Lindblad, T., Lindsey, C.S., Osterud, K.: Eye identification for face recognition with neural networks. In: Applications and Science of Artificial Neural Networks II (1996). https:\/\/doi.org\/10.1117\/12.235925","DOI":"10.1117\/12.235925"},{"key":"3_CR10","unstructured":"El-Sayed, M.A., Khfagy, M.A.: An identification system using eye detection based on wavelets and neural networks. Int. J. Comput. Inf. Technol. 01(02) (2012)"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Fuentes-Hurtado, F., Mas, J.A., Naranjo, V., Alcaniz, M.: Automatic classification of human facial features based on their appearance. PLoS ONE (2019)","DOI":"10.1371\/journal.pone.0211314"},{"issue":"4","key":"3_CR12","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1049\/iet-cvi.2014.0084","volume":"9","author":"M Hassaballah","year":"2015","unstructured":"Hassaballah, M., Aly, S.: Face recognition: challenges, achievements and Future directions\u2019. IET Comput. Vis. 9(4), 614\u2013626 (2015)","journal-title":"IET Comput. Vis."},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Kamencay, P., Benco, M., Mizidos, T., Radil, R.: A new method for face recognition using convolutional neural network digital image processing and computer graphics. 15(4) (2017)","DOI":"10.15598\/aeee.v15i4.2389"},{"key":"3_CR14","unstructured":"Kanade, T.: Picture processing by computer complex and recognition of human faces (1973)"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Kumar, S., Sigh, S., Kumar, J.: A study on face recognition techniques with age and gender classification (2016)","DOI":"10.1109\/CCAA.2017.8229960"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Landry, L., Fute, E., Tonye, E.: CNNSFR: a convolutional neural network system for face detection and recognition. (IJACSA) Int. J. Adv. Comput. Sci. Appl. 9(12) (2018)","DOI":"10.14569\/IJACSA.2018.091235"},{"key":"3_CR17","doi-asserted-by":"crossref","unstructured":"Lawrence, S., Giles, C.L., Tsoi, A.C., Back, A.D.: Face recognition: a convolutional, neural-network approach. IEEE Trans. Neural Netw. 8 (1997)","DOI":"10.1109\/72.554195"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"Lewenberg, Y., Bachrach, Y., Shankar, S., Criminsi, A.: Predicting personal traits from facial images using convolutional neural networks augmented with facial landmark information (2016)","DOI":"10.1609\/aaai.v30i1.9844"},{"issue":"4","key":"3_CR19","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1080\/1206212X.2016.1207427","volume":"38","author":"AA Mohammed","year":"2016","unstructured":"Mohammed, A.A., Sajjanhar, A.: Experimental comparison of approaches for feature extraction of facial attributes. Int. J. Comput. Appl. 38(4), 187\u2013198 (2016). https:\/\/doi.org\/10.1080\/1206212X.2016.1207427","journal-title":"Int. J. Comput. Appl."},{"key":"3_CR20","unstructured":"Ranjan, R., Sankaranarayanan, S., Castillo, C.D., Chellappa, R.: An all-in one convolutional neural network for face analysis (2018)"},{"issue":"4","key":"3_CR21","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1080\/08839519308949995","volume":"7","author":"L Stringa","year":"1993","unstructured":"Stringa, L.: Eyes detection for face recognition . Appl. Artif. Intell. Int. J. 7(4), 365\u2013382 (1993). https:\/\/doi.org\/10.1080\/08839519308949995","journal-title":"Appl. Artif. Intell. Int. J."},{"key":"3_CR22","unstructured":"Sutherland, K., Renshaw, D., Denyer, P.B.: Automatic face recognition. In: First International Conference on Intelligent Systems Engineering, Piscataway, NJ, pp. 29\u201334. IEEE Press (1992)"},{"key":"3_CR23","unstructured":"Zahraddeen, S., Mohamad, F.S., Yusuf, A.A., Musa, A.N., Abdulkadir, R.: Feature extraction methods for face recognition. Int. Rev. Appl. Eng. Res. (IRAER) 5(3) (2016). ISSN 2248-9967"}],"container-title":["Lecture Notes in Computer Science","Cross-Cultural Design. Experience and Product Design Across Cultures"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-77074-7_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T22:07:57Z","timestamp":1751494077000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-77074-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030770730","9783030770747"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-77074-7_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"3 July 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2021.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}