{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T05:49:15Z","timestamp":1772257755696,"version":"3.50.1"},"publisher-location":"Wiesbaden","reference-count":8,"publisher":"Springer Fachmedien Wiesbaden","isbn-type":[{"value":"9783658292669","type":"print"},{"value":"9783658292676","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-658-29267-6_66","type":"book-chapter","created":{"date-parts":[[2020,2,12]],"date-time":"2020-02-12T15:02:54Z","timestamp":1581519774000},"page":"294-300","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Der Einfluss von Segmentierung auf die Genauigkeit eines CNN-Klassifikators zur Mimik-Steuerung"],"prefix":"10.1007","author":[{"given":"Ron","family":"Keuth","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lasse","family":"Hansen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mattias P.","family":"Heinrich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,2,12]]},"reference":[{"key":"66_CR1","doi-asserted-by":"crossref","unstructured":"Ju JS, Shin Y, Kim EY. Vision based interface system for hands free control of an intelligent wheelchair. J Neuroeng Rehabil. 2009;.","DOI":"10.1186\/1743-0003-6-33"},{"key":"66_CR2","doi-asserted-by":"crossref","unstructured":"Zhou B, Kr\u00e4henb\u00fchl P, Koltun V. Does computer vision matter for action? arXiv preprint \narXiv:190512887\n\n. 2019;.","DOI":"10.1126\/scirobotics.aaw6661"},{"key":"66_CR3","doi-asserted-by":"crossref","unstructured":"Hasani B, Mahoor MH. Facial expression recognition using enhanced deep 3d convolutional neural networks. In: Proc IEEE comput soc conf comput vis pattern recognit workshops; 2017. p. 2278\u20132288.","DOI":"10.1109\/CVPRW.2017.282"},{"key":"66_CR4","unstructured":"Cho J, Lee K, Shin E, et al. Medical image deep learning with hospital PACS dataset. arXiv preprint \narXiv:151106348\n\n. 2015;."},{"key":"66_CR5","doi-asserted-by":"crossref","unstructured":"He K, Zhang X, Ren S, et al. Deep residual learning for image recognition. In: Proc IEEE comput soc conf comput vis pattern recognit; 2016. p. 770\u2013778.","DOI":"10.1109\/CVPR.2016.90"},{"key":"66_CR6","doi-asserted-by":"crossref","unstructured":"Ronneberger O, Fischer P, Brox T. U-Net: convolutional networks for biomedical image segmentation. In: Med Image Comput Comput Assist Interv; 2015. p. 234\u2013241.","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"66_CR7","doi-asserted-by":"crossref","unstructured":"Le V, Brandt J, Lin Z, et al. Interactive facial feature localization. In: Proc IEEE Eur Conf Comput Vis; 2012. p. 679\u2013692.","DOI":"10.1007\/978-3-642-33712-3_49"},{"key":"66_CR8","doi-asserted-by":"crossref","unstructured":"Smith BM, Zhang L, Brandt J, et al. Exemplar-Based face parsing. In: Proc IEEE comput soc conf comput vis pattern recognit; 2013. p. 3484\u20133491.","DOI":"10.1109\/CVPR.2013.447"}],"container-title":["Informatik aktuell","Bildverarbeitung f\u00fcr die Medizin 2020"],"original-title":[],"language":"de","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-658-29267-6_66","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,13]],"date-time":"2020-02-13T19:22:19Z","timestamp":1581621739000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-658-29267-6_66"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783658292669","9783658292676"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-658-29267-6_66","relation":{},"ISSN":["1431-472X"],"issn-type":[{"value":"1431-472X","type":"print"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"12 February 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}