{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T04:38:51Z","timestamp":1766378331227,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031065262"},{"type":"electronic","value":"9783031065279"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-06527-9_7","type":"book-chapter","created":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T23:03:26Z","timestamp":1653347006000},"page":"65-74","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Evaluation of\u00a0Selected APIs for\u00a0Emotion Recognition from\u00a0Facial Expressions"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5453-9763","authenticated-orcid":false,"given":"Krzysztof","family":"Kutt","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piotr","family":"Sobczyk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8182-4225","authenticated-orcid":false,"given":"Grzegorz J.","family":"Nalepa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,24]]},"reference":[{"key":"7_CR1","doi-asserted-by":"publisher","unstructured":"Cohn, J.F., De La Torre, F.: Automated face analysis for affective computing. In: Calvo, R.A., D\u2019Mello, S., Gratch, J., Kappas, A. (eds.) The Oxford Handbook of Affective Computing, pp. 131\u2013150. Oxford University Press (2015). https:\/\/doi.org\/10.1093\/oxfordhb\/9780199942237.013.020","DOI":"10.1093\/oxfordhb\/9780199942237.013.020"},{"key":"7_CR2","doi-asserted-by":"publisher","unstructured":"Deshmukh, R.S., Jagtap, V.: A survey: software API and database for emotion recognition. In: 2017 International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 284\u2013289 (2017). https:\/\/doi.org\/10.1109\/ICCONS.2017.8250727","DOI":"10.1109\/ICCONS.2017.8250727"},{"key":"7_CR3","volume-title":"Facial Action Coding System: A Technique for the Measurement of Facial Movement","author":"P Ekman","year":"1978","unstructured":"Ekman, P., Friesen, W.V.: Facial Action Coding System: A Technique for the Measurement of Facial Movement. Consulting Psychologists Press, Palo Alto (1978)"},{"key":"7_CR4","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780195179644.001.0001","volume-title":"What the Face Reveals: Basic and Applied Studies of Spontaneous Expression Using the Facial Action Coding System (FACS)","author":"P Ekman","year":"2005","unstructured":"Ekman, P., Rosenberg, E.L.: What the Face Reveals: Basic and Applied Studies of Spontaneous Expression Using the Facial Action Coding System (FACS). Oxford University Press, Oxford (2005)"},{"issue":"2","key":"7_CR5","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."},{"key":"7_CR6","unstructured":"Ekman, P., Friesen, W.V., Hager, J.C.: Facial Action Coding System (FACS): Manual. A Human Face, Salt Lake City (2002)"},{"issue":"7","key":"7_CR7","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1109\/34.598232","volume":"19","author":"IA Essa","year":"1997","unstructured":"Essa, I.A., Pentland, A.P.: Coding, analysis, interpretation, and recognition of facial expressions. IEEE Trans. Pattern Anal. Mach. Intell. 19(7), 757\u2013763 (1997)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"7_CR8","unstructured":"Kanade, T., Cohn, J.F., Tian, Y.: Comprehensive database for facial expression analysis. In: Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), Grenoble, France, pp. 46\u201353 (2000)"},{"key":"7_CR9","doi-asserted-by":"publisher","unstructured":"Khanal, S.R., Barroso, J., Lopes, N., Sampaio, J., Filipe, V.: Performance analysis of Microsoft\u2019s and Google\u2019s emotion recognition API using pose-invariant faces. In: Proceedings of the 8th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, DSAI 2019, Thessaloniki, Greece, 20\u201322 June 2018, pp. 172\u2013178. ACM (2018). https:\/\/doi.org\/10.1145\/3218585.3224223","DOI":"10.1145\/3218585.3224223"},{"volume-title":"Emotion Recognition: A Pattern Analysis Approach","year":"2015","key":"7_CR10","unstructured":"Konar, A., Chakraborty, A. (eds.): Emotion Recognition: A Pattern Analysis Approach. Wiley, New Jersey (2015)"},{"key":"7_CR11","doi-asserted-by":"publisher","unstructured":"Kutt, K., Dr\u0105\u017cyk, D., Bobek, S., Nalepa, G.J.: Personality-based affective adaptation methods for intelligent systems. Sensors 21(1), 163 (2021). https:\/\/doi.org\/10.3390\/s21010163","DOI":"10.3390\/s21010163"},{"key":"7_CR12","unstructured":"Kutt, K., et al.: BIRAFFE: bio-reactions and faces for emotion-based personalization. In: AFCAI 2019: Workshop on Affective Computing and Context Awareness in Ambient Intelligence. CEUR Workshop Proceedings, vol. 2609. CEUR-WS.org (2020)"},{"key":"7_CR13","unstructured":"Kutt, K., Dr\u0105\u017cyk, D., Szel\u0105\u017cek, M., Bobek, S., Nalepa, G.J.: The BIRAFFE2 experiment. Study in bio-reactions and faces for emotion-based personalization for AI systems. CoRR abs\/2007.15048 (2020). https:\/\/arxiv.org\/abs\/2007.15048"},{"issue":"8","key":"7_CR14","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., Hawk, S., van Knippenberg, A.: Presentation and validation of the radboud face database. Cogn. Emotion 24(8), 1377\u20131388 (2010)","journal-title":"Cogn. Emotion"},{"key":"7_CR15","doi-asserted-by":"crossref","unstructured":"Lucey, P., Cohn, J.F., Kanade, T., Saragih, J., Ambadar, Z., Matthews, I.: The extended Cohn-Kanade dataset (CK+): a complete dataset for action unit and emotion-specified expression. In: Proceedings of the Third International Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB 2010), San Francisco, USA, pp. 94\u2013101, (2010)","DOI":"10.1109\/CVPRW.2010.5543262"},{"issue":"4","key":"7_CR16","first-page":"53","volume":"2","author":"A Mehrabian","year":"1968","unstructured":"Mehrabian, A.: Communication without words. Psychol. Today 2(4), 53\u201356 (1968)","journal-title":"Psychol. Today"},{"key":"7_CR17","doi-asserted-by":"publisher","unstructured":"Nalepa, G.J., Kutt, K., Bobek, S.: Mobile platform for affective context-aware systems. Future Generar. Comput. Syst. 92, 490\u2013503 (2019). https:\/\/doi.org\/10.1016\/j.future.2018.02.033","DOI":"10.1016\/j.future.2018.02.033"},{"key":"7_CR18","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1140.001.0001","volume-title":"Affective Computing","author":"RW Picard","year":"1997","unstructured":"Picard, R.W.: Affective Computing. MIT Press, Cambridge (1997)"},{"key":"7_CR19","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"JA Russell","year":"1980","unstructured":"Russell, J.A.: A circumplex model of affect. J. Pers. Soc. Psychol. 39, 1161\u20131178 (1980)","journal-title":"J. Pers. Soc. Psychol."},{"issue":"4","key":"7_CR20","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1037\/a0023853","volume":"11","author":"J van der Schalk","year":"2011","unstructured":"van der Schalk, J., Hawk, S., Fischer, A., Doosje, B.: Moving faces, looking places: validation of the Amsterdam dynamic facial expression set (ADFES). Emotion 11(4), 907\u2013920 (2011)","journal-title":"Emotion"},{"issue":"2","key":"7_CR21","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. Vis. 57(2), 137\u2013154 (2004). https:\/\/doi.org\/10.1023\/B:VISI.0000013087.49260.fb","journal-title":"Int. J. Comput. Vis."}],"container-title":["Lecture Notes in Computer Science","Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-06527-9_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,25]],"date-time":"2024-09-25T20:02:47Z","timestamp":1727294567000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-06527-9_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031065262","9783031065279"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-06527-9_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"24 May 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWINAC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on the Interplay Between Natural and Artificial Computation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Puerto de la Cruz, Tenerife","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 May 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 June 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwinac2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iwinac.org\/iwinac2022\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"ConfMaster","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"203","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":"121","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":"0","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":"60% - 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":"2.5","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":"3","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}