{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,29]],"date-time":"2025-11-29T08:01:29Z","timestamp":1764403289075,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031434600"},{"type":"electronic","value":"9783031434617"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-43461-7_7","type":"book-chapter","created":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T06:02:35Z","timestamp":1695621755000},"page":"63-73","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["An Evaluation of\u00a0the\u00a0Performance of\u00a0Convolution Neural Network and\u00a0Transfer Learning on\u00a0Face Gender Recognition"],"prefix":"10.1007","author":[{"given":"Ronke Seyi","family":"Babatunde","sequence":"first","affiliation":[]},{"given":"Akinbowale Nathaniel","family":"Babatunde","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2592-2824","authenticated-orcid":false,"given":"Roseline Oluwaseun","family":"Ogundokun","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2899-9883","authenticated-orcid":false,"given":"AbdulRahman Tosho","family":"Abdulahi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3444-4393","authenticated-orcid":false,"given":"Alfonso","family":"Gonz\u00e1lez-Briones","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,9,26]]},"reference":[{"key":"7_CR1","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/j.jvcir.2019.05.001","volume":"62","author":"M Afifi","year":"2019","unstructured":"Afifi, M., Abdelhamed, A.: AFIF4: deep gender classification based on AdaBoost-based fusion of isolated facial features and foggy faces. J. Vis. Commun. Image Represent. 62, 77\u201386 (2019)","journal-title":"J. Vis. Commun. Image Represent."},{"issue":"5","key":"7_CR2","doi-asserted-by":"publisher","first-page":"1110","DOI":"10.1177\/1475921717737051","volume":"17","author":"DJ Atha","year":"2018","unstructured":"Atha, D.J., Jahanshahi, M.R.: Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection. Struct. Health Monit. 17(5), 1110\u20131128 (2018)","journal-title":"Struct. Health Monit."},{"issue":"1","key":"7_CR3","first-page":"65","volume":"23","author":"R Babatunde","year":"2016","unstructured":"Babatunde, R., Abdulsalam, S., Yusuff, S., Babatunde, A.: Gender recognition using local binary pattern and Naive Bayes classifier. J. Comput. Sci. Appl. 23(1), 65\u201374 (2016)","journal-title":"J. Comput. Sci. Appl."},{"key":"7_CR4","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.cviu.2018.01.012","volume":"172","author":"A Gonz\u00e1lez-Briones","year":"2018","unstructured":"Gonz\u00e1lez-Briones, A., Villarrubia, G., De Paz, J.F., Corchado, J.M.: A multi-agent system for the classification of gender and age from images. Comput. Vis. Image Underst. 172, 98\u2013106 (2018)","journal-title":"Comput. Vis. Image Underst."},{"key":"7_CR5","doi-asserted-by":"publisher","first-page":"10461","DOI":"10.1007\/s12652-020-02750-0","volume":"12","author":"A Greco","year":"2021","unstructured":"Greco, A., Saggese, A., Vento, M., Vigilante, V.: Gender recognition in the wild: a robustness evaluation over corrupted images. J. Ambient. Intell. Humaniz. Comput. 12, 10461\u201310472 (2021)","journal-title":"J. Ambient. Intell. Humaniz. Comput."},{"key":"7_CR6","doi-asserted-by":"crossref","unstructured":"Jewel, M., Hossain, M. I., Tonni, T.H.: Bengali ethnicity recognition and gender classification using CNN & transfer learning. In 2019 8th International Conference System Modeling and Advancement in Research Trends (SMART), pp. 390\u2013396. IEEE (2019)","DOI":"10.1109\/SMART46866.2019.9117549"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Jia, S., Lansdall-Welfare, T., Cristianini, N.: Gender classification by deep learning on millions of weakly labelled images. In: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), pp. 462\u2013467. IEEE (2016)","DOI":"10.1109\/ICDMW.2016.0072"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Lawal, C.O., Akinrinmade, A.A., Badejo, J.A.: Face-based gender recognition analysis for Nigerians using CNN. In: Journal of Physics: Conference Series, vol. 1378, p. 032014. IOP Publishing (20190","DOI":"10.1088\/1742-6596\/1378\/3\/032014"},{"key":"7_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jvcir.2016.11.002","volume":"42","author":"H Moeini","year":"2017","unstructured":"Moeini, H., Mozaffari, S.: Gender dictionary learning for gender classification. J. Vis. Commun. Image Represent. 42, 1\u201313 (2017)","journal-title":"J. Vis. Commun. Image Represent."},{"issue":"19","key":"7_CR10","doi-asserted-by":"publisher","first-page":"10156","DOI":"10.3390\/app121910156","volume":"12","author":"RO Ogundokun","year":"2022","unstructured":"Ogundokun, R.O., Maskeli\u016bnas, R., Dama\u0161evi\u010dius, R.: Human posture detection using image augmentation and hyperparameter-optimized transfer learning algorithms. Appl. Sci. 12(19), 10156 (2022)","journal-title":"Appl. Sci."},{"key":"7_CR11","first-page":"115","volume":"24","author":"DJ Sharma","year":"2020","unstructured":"Sharma, D.J., Dutta, S., Bora, D.J.: REGA: real-time emotion, gender, age detection using CNN-a review. Ann. Comput. Sci. Inf. Syst. 24, 115\u2013118 (2020)","journal-title":"Ann. Comput. Sci. Inf. Syst."},{"key":"7_CR12","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1007\/978-3-030-82269-9_15","volume-title":"Applied Intelligence and Informatics","author":"TA Sumi","year":"2021","unstructured":"Sumi, T.A., Hossain, M.S., Islam, R.U., Andersson, K.: Human gender detection from facial images using convolution neural network. In: Mahmud, M., Kaiser, M.S., Kasabov, N., Iftekharuddin, K., Zhong, N. (eds.) AII 2021. CCIS, vol. 1435, pp. 188\u2013203. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-82269-9_15"},{"issue":"2","key":"7_CR13","doi-asserted-by":"publisher","first-page":"890","DOI":"10.29130\/dubited.763427","volume":"9","author":"K Yildiz","year":"2021","unstructured":"Yildiz, K., G\u00fcne\u015f, E., Anil, B.: CNN-based gender prediction in uncontrolled environments. D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi 9(2), 890\u2013898 (2021)","journal-title":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi"},{"issue":"6","key":"7_CR14","doi-asserted-by":"publisher","first-page":"5758","DOI":"10.11591\/ijece.v10i6.pp5758-5771","volume":"10","author":"F Zaman","year":"2020","unstructured":"Zaman, F.: Gender classification using custom convolutional neural networks architecture. Int. J. Electr. Comput. Eng. (IJECE) 10(6), 5758\u20135771 (2020)","journal-title":"Int. J. Electr. Comput. Eng. (IJECE)"}],"container-title":["Lecture Notes in Networks and Systems","Ambient Intelligence \u2013 Software and Applications \u2013 14th International Symposium on Ambient Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-43461-7_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T06:05:51Z","timestamp":1695621951000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-43461-7_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031434600","9783031434617"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-43461-7_7","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"26 September 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISAmI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Ambient Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guimaraes","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isaml2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.isami-conference.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}