{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:33:55Z","timestamp":1756636435952,"version":"3.40.3"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031376597"},{"type":"electronic","value":"9783031376603"}],"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\/978-3-031-37660-3_12","type":"book-chapter","created":{"date-parts":[[2023,7,29]],"date-time":"2023-07-29T06:02:20Z","timestamp":1690610540000},"page":"167-177","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Computational Approach for\u00a0Analysing Autistic Behaviour During Dyadic Interactions"],"prefix":"10.1007","author":[{"given":"Oya","family":"Celiktutan","sequence":"first","affiliation":[]},{"given":"Weiyang","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Kai","family":"Vogeley","sequence":"additional","affiliation":[]},{"given":"Alexandra L.","family":"Georgescu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,7,30]]},"reference":[{"unstructured":"Autism spectrum disorders. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/autism-spectrum-disorders. Accessed 10 Oct 2019","key":"12_CR1"},{"unstructured":"Scikit-learn machine learning in python. http:\/\/scikit-learn.org\/stable\/. Accessed 10 Oct 2019","key":"12_CR2"},{"unstructured":"Association, A.P., et al.: Diagnostic and statistical manual of mental disorders (DSM-5\u00ae). American Psychiatric Pub (2013)","key":"12_CR3"},{"doi-asserted-by":"crossref","unstructured":"Cao, Z., Simon, T., Wei, S.E., Sheikh, Y.: Realtime multi-person 2D pose estimation using part affinity fields. In: CVPR (2017)","key":"12_CR4","DOI":"10.1109\/CVPR.2017.143"},{"issue":"4","key":"12_CR5","doi-asserted-by":"publisher","first-page":"502","DOI":"10.1177\/1362361316676204","volume":"22","author":"N Caruana","year":"2018","unstructured":"Caruana, N., et al.: Joint attention difficulties in autistic adults: an interactive eye-tracking study. Autism 22(4), 502\u2013512 (2018)","journal-title":"Autism"},{"issue":"2","key":"12_CR6","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/S2215-0366(14)70248-2","volume":"1","author":"S Cassidy","year":"2014","unstructured":"Cassidy, S., Bradley, P., Robinson, J., Allison, C., McHugh, M., Baron-Cohen, S.: Suicidal ideation and suicide plans or attempts in adults with Asperger\u2019s syndrome attending a specialist diagnostic clinic: a clinical cohort study. Lancet Psych. 1(2), 142\u2013147 (2014)","journal-title":"Lancet Psych."},{"issue":"7","key":"12_CR7","doi-asserted-by":"publisher","first-page":"2146","DOI":"10.1007\/s10803-015-2379-8","volume":"45","author":"A Crippa","year":"2015","unstructured":"Crippa, A., et al.: Use of machine learning to identify children with autism and their motor abnormalities. J. Autism Dev. Disord. 45(7), 2146\u20132156 (2015)","journal-title":"J. Autism Dev. Disord."},{"doi-asserted-by":"publisher","unstructured":"Crompton, C.J., Sharp, M., Axbey, H., Fletcher-Watson, S., Flynn, E.G., Ropar, D.: Neurotype-matching, but not being autistic, influences self and observer ratings of interpersonal rapport. Front. Psychol. 11, 586171 (2020). https:\/\/doi.org\/10.3389\/fpsyg.2020.586171. https:\/\/www.frontiersin.org\/articles\/10.3389\/fpsyg.2020.586171","key":"12_CR8","DOI":"10.3389\/fpsyg.2020.586171"},{"issue":"3","key":"12_CR9","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1109\/T-AFFC.2012.12","volume":"3","author":"E Delaherche","year":"2012","unstructured":"Delaherche, E., Chetouani, M., Mahdhaoui, A., Saint-Georges, C., Viaux, S., Cohen, D.: Interpersonal synchrony: a survey of evaluation methods across disciplines. IEEE Trans. Affect. Comput. 3(3), 349\u2013365 (2012)","journal-title":"IEEE Trans. Affect. Comput."},{"key":"12_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/978-3-030-10925-7_12","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"H Drimalla","year":"2019","unstructured":"Drimalla, H., et al.: Detecting autism by analyzing a simulated social interaction. In: Berlingerio, M., Bonchi, F., G\u00e4rtner, T., Hurley, N., Ifrim, G. (eds.) ECML PKDD 2018. LNCS (LNAI), vol. 11051, pp. 193\u2013208. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-10925-7_12"},{"issue":"3","key":"12_CR11","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1002\/aur.239","volume":"5","author":"M Elsabbagh","year":"2012","unstructured":"Elsabbagh, M., et al.: Global prevalence of autism and other pervasive developmental disorders. Autism Res. 5(3), 160\u2013179 (2012)","journal-title":"Autism Res."},{"doi-asserted-by":"crossref","unstructured":"Georgescu, A.L., Koeroglu, S., Hamilton, A., Vogeley, K., Falter-Wagner, C.M., Tschacher, W.: Reduced nonverbal interpersonal synchrony in autism spectrum disorder independent of partner diagnosis: a motion energy study. Molecular Autism (2020)","key":"12_CR12","DOI":"10.1186\/s13229-019-0305-1"},{"doi-asserted-by":"publisher","unstructured":"Georgescu, A.L., Koehler, J.C., Weiske, J., Vogeley, K., Koutsouleris, N., Falter-Wagner, C.: Machine learning to study social interaction difficulties in ASD. Front. Robot. AI 6, 132 (2019). https:\/\/doi.org\/10.3389\/frobt.2019.00132. https:\/\/www.frontiersin.org\/article\/10.3389\/frobt.2019.00132","key":"12_CR13","DOI":"10.3389\/frobt.2019.00132"},{"issue":"6","key":"12_CR14","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1097\/YCO.0000000000000455","volume":"31","author":"C Grossard","year":"2018","unstructured":"Grossard, C., Palestra, G., Xavier, J., Chetouani, M., Grynszpan, O., Cohen, D.: ICT and autism care: state of the art. Curr. Opin. Psychiatry 31(6), 474\u2013483 (2018)","journal-title":"Curr. Opin. Psychiatry"},{"doi-asserted-by":"publisher","unstructured":"Guo, Z., Kim, K., Bhat, A., Barmaki, R.: An automated mutual gaze detection framework for social behavior assessment in therapy for children with autism. In: Proceedings of the 2021 International Conference on Multimodal Interaction, pp. 444\u2013452. ICMI 2021, Association for Computing Machinery, New York, NY, USA (2021). https:\/\/doi.org\/10.1145\/3462244.3479882","key":"12_CR15","DOI":"10.1145\/3462244.3479882"},{"doi-asserted-by":"crossref","unstructured":"Jokinen, K., Nishida, M., Yamamoto, S.: On eye-gaze and turn-taking. In: Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction, pp. 118\u2013123. ACM (2010)","key":"12_CR16","DOI":"10.1145\/2002333.2002352"},{"doi-asserted-by":"publisher","unstructured":"Langmann, A., Becker, J., Poustka, L., Becker, K., Kamp-Becker, I.: Diagnostic utility of the autism diagnostic observation schedule in a clinical sample of adolescents and adults. Research Autism Spectrum Disorders 34, 34\u201343 (2017). https:\/\/doi.org\/10.1016\/j.rasd.2016.11.012. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1750946716301520","key":"12_CR17","DOI":"10.1016\/j.rasd.2016.11.012"},{"doi-asserted-by":"crossref","unstructured":"Leo, M., et al.: Automatic emotion recognition in robot-children interaction for ASD treatment. In: The IEEE International Conference on Computer Vision (ICCV) Workshops (2015)","key":"12_CR18","DOI":"10.1109\/ICCVW.2015.76"},{"issue":"50","key":"12_CR19","doi-asserted-by":"publisher","first-page":"13290","DOI":"10.1073\/pnas.1702493114","volume":"114","author":"V Leong","year":"2017","unstructured":"Leong, V., Byrne, E., Clackson, K., Georgieva, S., Lam, S., Wass, S.: Speaker gaze increases information coupling between infant and adult brains. Proc. Natl. Acad. Sci. 114(50), 13290\u201313295 (2017)","journal-title":"Proc. Natl. Acad. Sci."},{"doi-asserted-by":"crossref","unstructured":"Leong, V., Schilbach, L.: The promise of two-person neuroscience for developmental psychiatry: Using interaction-based sociometrics to identify disorders of social interaction. British J. Psych. 215, 1\u20133 (2018)","key":"12_CR20","DOI":"10.31234\/osf.io\/9upxf"},{"issue":"8","key":"12_CR21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0182652","volume":"12","author":"B Li","year":"2017","unstructured":"Li, B., Sharma, A., Meng, J., Purushwalkam, S., Gowen, E.: Applying machine learning to identify autistic adults using imitation: an exploratory study. PLoS ONE 12(8), e0182652 (2017)","journal-title":"PLoS ONE"},{"doi-asserted-by":"publisher","unstructured":"Li, J., Bhat, A., Barmaki, R.: Improving the movement synchrony estimation with action quality assessment in children play therapy. In: Proceedings of the 2021 International Conference on Multimodal Interaction, pp. 397\u2013406. ICMI 2021, Association for Computing Machinery, New York, NY, USA (2021). https:\/\/doi.org\/10.1145\/3462244.3479891","key":"12_CR22","DOI":"10.1145\/3462244.3479891"},{"issue":"3","key":"12_CR23","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1023\/A:1005592401947","volume":"30","author":"C Lord","year":"2000","unstructured":"Lord, C., et al.: The autism diagnostic observation schedule-generic: a standard measure of social and communication deficits associated with the spectrum of autism. J. Autism Dev. Disord. 30(3), 205\u2013223 (2000)","journal-title":"J. Autism Dev. Disord."},{"issue":"5","key":"12_CR24","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1007\/BF02172145","volume":"24","author":"C Lord","year":"1994","unstructured":"Lord, C., Rutter, M., Le Couteur, A.: Autism diagnostic interview-revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders. J. Autism Dev. Disord. 24(5), 659\u2013685 (1994)","journal-title":"J. Autism Dev. Disord."},{"issue":"6","key":"12_CR25","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1002\/aur.159","volume":"3","author":"A de Marchena","year":"2010","unstructured":"de Marchena, A., Eigsti, I.M.: Conversational gestures in autism spectrum disorders: asynchrony but not decreased frequency. Autism Res. 3(6), 311\u2013322 (2010)","journal-title":"Autism Res."},{"doi-asserted-by":"crossref","unstructured":"Marin-Jimenez, M.J., Kalogeiton, V., Medina-Suarez, P., Zisserman, A.: LAEO-Net: revisiting people looking at each other in videos. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3477\u20133485 (2019)","key":"12_CR26","DOI":"10.1109\/CVPR.2019.00359"},{"doi-asserted-by":"publisher","unstructured":"Marinoiu, E., Zanfir, M., Olaru, V., Sminchisescu, C.: 3D human sensing, action and emotion recognition in robot assisted therapy of children with autism. In: 2018 IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 2158\u20132167 (2018). https:\/\/doi.org\/10.1109\/CVPR.2018.00230","key":"12_CR27","DOI":"10.1109\/CVPR.2018.00230"},{"key":"12_CR28","doi-asserted-by":"publisher","first-page":"4","DOI":"10.3389\/fnint.2013.00004","volume":"7","author":"KL Marsh","year":"2013","unstructured":"Marsh, K.L., et al.: Autism and social disconnection in interpersonal rocking. Front. Integr. Neurosci. 7, 4 (2013)","journal-title":"Front. Integr. Neurosci."},{"issue":"3","key":"12_CR29","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1017\/S0954579400006003","volume":"6","author":"P Mundy","year":"1994","unstructured":"Mundy, P., Sigman, M., Kasari, C.: Joint attention, developmental level, and symptom presentation in autism. Dev. Psychopathol. 6(3), 389\u2013401 (1994)","journal-title":"Dev. Psychopathol."},{"doi-asserted-by":"crossref","unstructured":"Murphy, D.G., Beecham, J., Craig, M., Ecker, C.: Autism in adults. New biologicial findings and their translational implications to the cost of clinical services. Brain Res. 1380, 22\u201333 (2011)","key":"12_CR30","DOI":"10.1016\/j.brainres.2010.10.042"},{"issue":"4","key":"12_CR31","doi-asserted-by":"publisher","first-page":"973","DOI":"10.1109\/TCDS.2017.2778141","volume":"10","author":"JP Noel","year":"2017","unstructured":"Noel, J.P., De Niear, M.A., Lazzara, N.S., Wallace, M.T.: Uncoupling between multisensory temporal function and nonverbal turn-taking in autism spectrum disorder. IEEE Trans. Cogn. Develop. Syst. 10(4), 973\u2013982 (2017)","journal-title":"IEEE Trans. Cogn. Develop. Syst."},{"doi-asserted-by":"crossref","unstructured":"Perego, P., Forti, S., Crippa, A., Valli, A., Reni, G.: Reach and throw movement analysis with support vector machines in early diagnosis of autism. In: 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2555\u20132558. IEEE (2009)","key":"12_CR32","DOI":"10.1109\/IEMBS.2009.5335096"},{"issue":"10","key":"12_CR33","doi-asserted-by":"publisher","first-page":"2511","DOI":"10.1002\/hbm.22086","volume":"34","author":"E Redcay","year":"2013","unstructured":"Redcay, E., et al.: Atypical brain activation patterns during a face-to-face joint attention game in adults with autism spectrum disorder. Hum. Brain Mapp. 34(10), 2511\u20132523 (2013)","journal-title":"Hum. Brain Mapp."},{"issue":"3","key":"12_CR34","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0193906","volume":"13","author":"V Romero","year":"2018","unstructured":"Romero, V., Fitzpatrick, P., Roulier, S., Duncan, A., Richardson, M.J., Schmidt, R.: Evidence of embodied social competence during conversation in high functioning children with autism spectrum disorder. PLoS ONE 13(3), e0193906 (2018)","journal-title":"PLoS ONE"},{"doi-asserted-by":"publisher","unstructured":"Rudovic, O., Utsumi, Y., Lee, J., Hernandez, J., Ferrer, E.C., Schuller, B., Picard, R.W.: CultureNet: a deep learning approach for engagement intensity estimation from face images of children with autism. In: 2018 IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 339\u2013346 (2018). https:\/\/doi.org\/10.1109\/IROS.2018.8594177","key":"12_CR35","DOI":"10.1109\/IROS.2018.8594177"},{"doi-asserted-by":"crossref","unstructured":"Stergiou, A., Poppe, R.: Understanding human-human interactions: a survey. arXiv preprint arXiv:1808.00022 (2018)","key":"12_CR36","DOI":"10.1016\/j.cviu.2019.102799"},{"key":"12_CR37","doi-asserted-by":"publisher","first-page":"S25","DOI":"10.1016\/j.braindev.2005.03.016","volume":"27","author":"C Trevarthen","year":"2005","unstructured":"Trevarthen, C., Daniel, S.: Disorganized rhythm and synchrony: Early signs of autism and Rett syndrome. Brain Develop. 27, S25\u2013S34 (2005)","journal-title":"Brain Develop."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-37660-3_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,29]],"date-time":"2023-07-29T06:05:10Z","timestamp":1690610710000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-37660-3_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031376597","9783031376603"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-37660-3_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"30 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montr\u00e9al, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","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":"21 August 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iapr.org\/icpr2022","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}