{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T20:49:11Z","timestamp":1757450951884,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":24,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819998951"},{"type":"electronic","value":"9789819998968"}],"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\/978-981-99-9896-8_13","type":"book-chapter","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T19:02:14Z","timestamp":1705950134000},"page":"191-205","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Smart Glasses-Based Real-Time Micro-expressions Recognition System via Deep Neural Network"],"prefix":"10.1007","author":[{"given":"Siyu","family":"Xiong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuan","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kiminori","family":"Sato","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,1,23]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1016\/j.neucom.2020.08.089","volume":"444","author":"X Zhou","year":"2021","unstructured":"Zhou, X., Li, S., Li, Z., Li, W.: Information diffusion across cyber-physical-social systems in smart city: a survey. Neurocomputing 444, 203\u2013213 (2021). https:\/\/doi.org\/10.1016\/j.neucom.2020.08.089","journal-title":"Neurocomputing"},{"issue":"9","key":"13_CR2","doi-asserted-by":"publisher","first-page":"11487","DOI":"10.1007\/s11042-014-2153-5","volume":"76","author":"X Zhou","year":"2017","unstructured":"Zhou, X., Jin, Q.: A heuristic approach to discovering user correlations from organized social stream data. Multimedia Tools Appl. 76(9), 11487\u201311507 (2017). https:\/\/doi.org\/10.1007\/s11042-014-2153-5","journal-title":"Multimedia Tools Appl."},{"issue":"14","key":"13_CR3","doi-asserted-by":"publisher","first-page":"5015","DOI":"10.1007\/s11042-014-2230-9","volume":"74","author":"X Zhou","year":"2015","unstructured":"Zhou, X., Wang, W., Jin, Q.: Multi-dimensional attributes and measures for dynamical user profiling in social networking environments. Multimedia Tools Appl. 74(14), 5015\u20135028 (2015). https:\/\/doi.org\/10.1007\/s11042-014-2230-9","journal-title":"Multimedia Tools Appl."},{"key":"13_CR4","unstructured":"Sev\u00fck, T.: The influence of Facebook on interpersonal communication. Eastern Mediterranean University (EMU)-Do\u011fu Akdeniz \u00dcniversitesi (DA\u00dc) (2013)"},{"key":"13_CR5","first-page":"27","volume":"39","author":"AM Safina","year":"2018","unstructured":"Safina, A.M., Leontyev, G.D., Gaynullina, L.F., et al.: Dialectics of freedom and alienation in the space of the internet. Revista ESPACIOS 39, 27 (2018)","journal-title":"Revista ESPACIOS"},{"issue":"1","key":"13_CR6","first-page":"4","volume":"27","author":"A Weinstein","year":"2015","unstructured":"Weinstein, A., Dorani, D., Elhadif, R., et al.: Internet addiction is associated with social anxiety in young adults. Ann. Clin. Psychiatry 27(1), 4\u20139 (2015)","journal-title":"Ann. Clin. Psychiatry"},{"issue":"1","key":"13_CR7","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1109\/TPAMI.2008.52","volume":"31","author":"Z Zeng","year":"2009","unstructured":"Zeng, Z., Pantic, M., Roisman, G.I., Huang, T.S.: A survey of affect recognition methods: audio, visual, and spontaneous expressions. IEEE Trans. Pattern Anal. Mach. Intell. 31(1), 39\u201358 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"13_CR8","unstructured":"Shiota, M.N., Campos, B., Keltner, D., et al.: Positive emotion, and the regulation of interpersonal relationships. Regulat. Emotion 68 (2004)"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Li, X., Pfister, T., Huang, X., Zhao, G., Pietik\u00e4inen, M.: A spontaneous micro-expression database: inducement, collection, and baseline. In: FG 2013, pp. 1\u20136. IEEE (2013)","DOI":"10.1109\/FG.2013.6553717"},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/978-81-322-1934-7_11","volume-title":"Understanding Facial Expressions in Communication: Cross-cultural and Multidisciplinary Perspectives","author":"MG Frank","year":"2015","unstructured":"Frank, M.G., Svetieva, E.: Microexpressions and deception. In: Mandal, M., Awasthi, A. (eds.) Understanding Facial Expressions in Communication: Cross-cultural and Multidisciplinary Perspectives, pp. 227\u2013242. Springer, New Delhi (2015). https:\/\/doi.org\/10.1007\/978-81-322-1934-7_11"},{"issue":"2","key":"13_CR11","doi-asserted-by":"publisher","first-page":"489","DOI":"10.3390\/agriculture13020489","volume":"13","author":"B Wu","year":"2023","unstructured":"Wu, B., Wu, Y., Dong, R., et al.: Behavioral analysis of mowing workers based on hilbert-huang transform: an auxiliary movement analysis of manual mowing on the slopes of terraced rice fields. Agriculture 13(2), 489 (2023)","journal-title":"Agriculture"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Wu, B., Wu, Y., Nishimura, S., Jin, Q.: Analysis on the subdivision of skilled mowing movements on slopes. Sensors 22(4), 1372 (2022)","DOI":"10.3390\/s22041372"},{"issue":"48","key":"13_CR13","first-page":"2020","volume":"10","author":"B Wu","year":"2020","unstructured":"Wu, B., Zhu, Y., Yu, K., Nishimura, S., Jin, Q.: The effect of eye movements and culture on product color selection. HCIS 10(48), 2020 (2020)","journal-title":"HCIS"},{"issue":"5","key":"13_CR14","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1109\/MITP.2015.89","volume":"17","author":"S Cirani","year":"2015","unstructured":"Cirani, S., Picone, M.: Wearable computing for the internet of things. IT Prof. 17(5), 35\u201341 (2015)","journal-title":"IT Prof."},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Khan, S., Javed, M.H., Ahmed, E., et al.: Facial recognition using convolutional neural networks and implementation on smart glasses. In: 2019 International Conference on Information Science and Communication Technology (ICISCT), pp. 1\u20136. IEEE (2019)","DOI":"10.1109\/CISCT.2019.8777442"},{"issue":"1","key":"13_CR16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0086041","volume":"9","author":"WJ Yan","year":"2014","unstructured":"Yan, W.J., Li, X., Wang, S.J., et al.: CASME II: an improved spontaneous micro-expression database and the baseline evaluation. PLoS ONE 9(1), e86041 (2014)","journal-title":"PLoS ONE"},{"key":"13_CR17","unstructured":"Lugaresi, C., Tang, J., Nash, H., et al.: Mediapipe: a framework for building perception pipelines. arXiv preprint arXiv:1906.08172 (2019)"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Xia, B., Wang, W., Wang, S., et al.: Learning from macro-expression: a micro-expression recognition framework. In: Proceedings of the 28th ACM International Conference on Multimedia, pp. 2936\u20132944 (2020)","DOI":"10.1145\/3394171.3413774"},{"issue":"15","key":"13_CR19","doi-asserted-by":"publisher","first-page":"19301","DOI":"10.1007\/s11042-017-5317-2","volume":"77","author":"M Takalkar","year":"2018","unstructured":"Takalkar, M., Xu, M., Wu, Q., et al.: A survey: facial micro-expression recognition. Multimedia Tools Appl. 77(15), 19301\u201319325 (2018)","journal-title":"Multimedia Tools Appl."},{"issue":"6","key":"13_CR20","doi-asserted-by":"publisher","first-page":"1496","DOI":"10.1109\/TCYB.2016.2549639","volume":"47","author":"K Mistry","year":"2016","unstructured":"Mistry, K., Zhang, L., Neoh, S.C., et al.: A micro-GA embedded PSO feature selection approach to intelligent facial emotion recognition. IEEE Trans. Cybern. 47(6), 1496\u20131509 (2016)","journal-title":"IEEE Trans. Cybern."},{"key":"13_CR21","doi-asserted-by":"crossref","unstructured":"Lin, T.H., Huang, L.A., Hannaford, B., et al.: Empathics system: application of emotion analysis AI through smart glasses. In: Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments, pp. 1\u20134 (2020)","DOI":"10.1145\/3389189.3393748"},{"issue":"1","key":"13_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3517250","volume":"6","author":"Y Zhao","year":"2022","unstructured":"Zhao, Y., Chang, Y., Lu, Y., et al.: Do smart glasses dream of sentimental visions? Deep emotionship analysis for eyewear devices. Proc. ACM Interact. Mob. Wearable Ubiquit. Technol. 6(1), 1\u201329 (2022)","journal-title":"Proc. ACM Interact. Mob. Wearable Ubiquit. Technol."},{"issue":"3","key":"13_CR23","doi-asserted-by":"publisher","first-page":"1080","DOI":"10.3390\/s23031080","volume":"23","author":"M Mukhiddinov","year":"2023","unstructured":"Mukhiddinov, M., Djuraev, O., Akhmedov, F., et al.: Masked face emotion recognition based on facial landmarks and deep learning approaches for visually impaired people. Sensors 23(3), 1080 (2023)","journal-title":"Sensors"},{"key":"13_CR24","doi-asserted-by":"crossref","unstructured":"Arpaia, P., De Benedetto, E., De Paolis, L., et al.: Highly wearable SSVEP-based BCI: performance comparison of augmented reality solutions for the flickering stimuli rendering. Meas. Sens. 18, 100305 (2021)","DOI":"10.1016\/j.measen.2021.100305"}],"container-title":["Lecture Notes in Computer Science","Green, Pervasive, and Cloud Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-99-9896-8_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T19:04:10Z","timestamp":1705950250000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-99-9896-8_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819998951","9789819998968"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-981-99-9896-8_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"23 January 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"GPC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Green, Pervasive, and Cloud Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Harbin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"23 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"gpc2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easy Chair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"111","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"38","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"34% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}