{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T00:51:57Z","timestamp":1743123117990,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031716188"},{"type":"electronic","value":"9783031716195"}],"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\/978-3-031-71619-5_14","type":"book-chapter","created":{"date-parts":[[2024,10,12]],"date-time":"2024-10-12T05:02:05Z","timestamp":1728709325000},"page":"159-169","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Metaverse-Aware Avatar Face Detection Model Using Deep Learning"],"prefix":"10.1007","author":[{"given":"Mamdouh","family":"Gomaa","sequence":"first","affiliation":[]},{"given":"Ashraf","family":"Darwish","sequence":"additional","affiliation":[]},{"given":"Aboul Ella","family":"Hassanien","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,10,13]]},"reference":[{"issue":"5","key":"14_CR1","doi-asserted-by":"publisher","first-page":"2596","DOI":"10.1109\/TVCG.2023.3247072","volume":"29","author":"F Weidner","year":"2023","unstructured":"Weidner, F., et al.: A systematic review on the visualization of avatars and agents IN AR & VR displayed using head-mounted displays. IEEE Trans. Visual Comput. Graphics 29(5), 2596\u20132606 (2023)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"14_CR2","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/j.patrec.2024.02.017","volume":"179","author":"T Ghosh","year":"2024","unstructured":"Ghosh, T., Naskar, R.: Less is more: a minimalist approach to robust GAN-generated face detection. Pattern Recogn. Lett. 179, 185\u2013191 (2024)","journal-title":"Pattern Recogn. Lett."},{"key":"14_CR3","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1016\/j.patrec.2024.02.019","volume":"183","author":"S Wang","year":"2024","unstructured":"Wang, S., Zhu, D., Chen, J., Bi, J., Wang, W.: Deepfake face discrimination based on self-attention mechanism. Pattern Recogn. Lett. 183, 92\u201397 (2024)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"14_CR4","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/s10462-023-10641-x","volume":"57","author":"MM Soliman","year":"2024","unstructured":"Soliman, M.M., Ahmed, E., Darwish, A., Hassanien, A.E.: Artificial intelligence powered Metaverse: analysis, challenges and future perspectives. Artif. Intell. Rev. 57(2), 36 (2024)","journal-title":"Artif. Intell. Rev."},{"key":"14_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2024.108192","volume":"156","author":"S Barta","year":"2024","unstructured":"Barta, S., Ib\u00e1\u00f1ez-S\u00e1nchez, S., Or\u00fas, C., Flavi\u00e1n, C.: Avatar creation in the metaverse: a focus on event expectations. Comput. Hum. Behav. 156, 108192 (2024)","journal-title":"Comput. Hum. Behav."},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Gavrilova, M.L., Yampolskiy, R.: Applying biometric principles to avatar recognition. In: Transactions on computational science XII: Special issue on cyberworlds, pp. 140\u2013158 (2011)","DOI":"10.1007\/978-3-642-22336-5_8"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Yampolskiy, R.V., Klare, B., Jain, A.K.: Face recognition in the virtual world: recognizing avatar faces. In: 2012 11th International Conference on Machine Learning and Applications, vol. 1, pp. 40\u201345. IEEE (2012)","DOI":"10.1109\/ICMLA.2012.16"},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"De Brito, S., Jessica, M., de Oliveira Campos, P.: Past, present, and future of avatar marketing: A systematic literature review and future research agenda. In: Computers in Human Behavior: Artificial Humans, p. 100045 (2024)","DOI":"10.1016\/j.chbah.2024.100045"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Mohamed, A.A., D\u2019Souza, D., Baili, N., Yampolskiy, R.V.: Avatar face recognition using wavelet transform and hierarchical multi-scale LBP. In: 2011 10th International Conference on Machine Learning and Applications and Workshops, vol. 1, pp. 194\u2013199 (2011)","DOI":"10.1109\/ICMLA.2011.41"},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Zhang, H., Cloutier, R.S.: Review on one-stage object detection based on deep learning. EAI Endorsed Transa. e-Learn. 7(23), e5 (2022)","DOI":"10.4108\/eai.9-6-2022.174181"},{"key":"14_CR11","first-page":"101139","volume":"16","author":"M Hasan","year":"2024","unstructured":"Hasan, M., Vasker, N., Hossain, M.M., Bhuiyan, M.I., Biswas, J., Rashid, M.R.A.: Framework for fish freshness detection and rotten fish removal in Bangladesh using mask R-CNN method with robotic arm and fisheye analysis. J. Agric. Food Res. 16, 101139 (2024)","journal-title":"J. Agric. Food Res."},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: Unified, real-time object detection. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 779\u2013788 (2016)","DOI":"10.1109\/CVPR.2016.91"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Redmon, J., Farhadi, A.: YOLO9000: better, faster, stronger. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7263\u20137271 (2017)","DOI":"10.1109\/CVPR.2017.690"},{"key":"14_CR14","unstructured":"Joseph, R., Farhadi, A.: Yolov3: An incremental improvement. arXiv preprint arXiv:1804.02767 (2018)"},{"key":"14_CR15","unstructured":"Bochkovskiy, A., Wang, C.-Y., Liao, H.-Y.M.: Yolov4: Optimal speed and accuracy of object detection.s arXiv preprint arXiv: 2004.10934 (2020)"},{"key":"14_CR16","doi-asserted-by":"crossref","unstructured":"Zhu, X., Lyu, S., Wang, X., Zhao, Q.: TPH-YOLOv5: Improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 2778\u20132788 (2021)","DOI":"10.1109\/ICCVW54120.2021.00312"},{"key":"14_CR17","unstructured":"Li, C., et al.: YOLOv6: A single-stage object detection framework for industrial applications. arXiv preprint arXiv:2209.02976 (2022)"},{"key":"14_CR18","doi-asserted-by":"crossref","unstructured":"Wang, C.-Y., Bochkovskiy, A., Mark Liao, H.-Y.: YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 7464\u20137475 (2023)","DOI":"10.1109\/CVPR52729.2023.00721"},{"key":"14_CR19","unstructured":"Jocher, G.: Ultralytics YOLOv8. https:\/\/github.com\/ultralytics\/ultralytics (2023)"},{"key":"14_CR20","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola, P., Jones, M.J.: Robust real-time face detection. Int. J. Comput. Vision 57, 137\u2013154 (2004)","journal-title":"Int. J. Comput. Vision"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Proceedings of the 10th International Conference on Advanced Intelligent Systems and Informatics 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-71619-5_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,12]],"date-time":"2024-10-12T05:04:42Z","timestamp":1728709482000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-71619-5_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031716188","9783031716195"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-71619-5_14","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"13 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AISI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Intelligent Systems and Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cairo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Egypt","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":"20 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aisi2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/egyptscience.net\/AISI24\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}