{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T01:17:39Z","timestamp":1749086259217,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030726560"},{"type":"electronic","value":"9783030726577"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-72657-7_10","type":"book-chapter","created":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T13:04:28Z","timestamp":1619096668000},"page":"104-112","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Modelling a Deep Learning Framework for Recognition of Human Actions on Video"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2378-5376","authenticated-orcid":false,"given":"Fl\u00e1vio","family":"Santos","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8313-7023","authenticated-orcid":false,"given":"Dalila","family":"Dur\u00e3es","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2221-2261","authenticated-orcid":false,"given":"Francisco","family":"Marcondes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6370-9955","authenticated-orcid":false,"given":"Marco","family":"Gomes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8769-4257","authenticated-orcid":false,"given":"Filipe","family":"Gon\u00e7alves","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2056-1206","authenticated-orcid":false,"given":"Joaquim","family":"Fonseca","sequence":"additional","affiliation":[]},{"given":"Jochen","family":"Wingbermuehle","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4121-6169","authenticated-orcid":false,"given":"Jos\u00e9","family":"Machado","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3549-0754","authenticated-orcid":false,"given":"Paulo","family":"Novais","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,23]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Ko, T.: A survey on behavior analysis in video surveillance for homeland security applications. In: 37th IEEE Applied Imagery Pattern Recognition Workshop, pp. 1\u20138. IEEE (2008)","DOI":"10.1109\/AIPR.2008.4906450"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Analide, C., Novais, P., Machado, J., Neves, J.: Quality of knowledge in virtual entities. In: Encyclopedia of Communities of Practice in Information and Knowledge Management, pp. 436\u2013442. IGI Global (2006)","DOI":"10.4018\/978-1-59140-556-6.ch073"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Dur\u00e3es, D., Marcondes, F.S., Gon\u00e7alves, F., Fonseca, J., Machado, J., Novais, P.: Detection violent behaviors: a survey. In: International Symposium on Ambient Intelligence, pp. 106\u2013116. Springer, Cham (2020)","DOI":"10.1007\/978-3-030-58356-9_11"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Marcondes, F.S., Dur\u00e3es, D., Gon\u00e7alves, F., Fonseca, J., Machado, J., Novais, P.: In-vehicle violence detection in carpooling: a brief survey towards a general surveillance system. In: International Symposium on Distributed Computing and Artificial Intelligence, pp. 211\u2013220. Springer, Cham (2020)","DOI":"10.1007\/978-3-030-53036-5_23"},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.neucom.2017.05.091","volume":"272","author":"D Dur\u00e3es","year":"2018","unstructured":"Dur\u00e3es, D., Carneiro, D., Jim\u00e9nez, A., Novais, P.: Characterizing attentive behavior in intelligent environments. Neurocomputing 272, 46\u201354 (2018)","journal-title":"Neurocomputing"},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Costa, R., Neves, J., Novais, P., Machado, J., Lima, L., Alberto, C.: Intelligent mixed reality for the creation of ambient assisted living. In: Portuguese Conference on Artificial Intelligence, pp. 323\u2013331. Springer, Heidelberg (2007)","DOI":"10.1007\/978-3-540-77002-2_27"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Zhao, X., Fu, Y., Liu, Y.: Sparse coding on local spatial-temporal volumes for human action recognition. In: Asian Conference on Computer Vision, pp. 660\u2013671. Springer, Heidelberg (2010)","DOI":"10.1007\/978-3-642-19309-5_51"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Jesus, T., Duarte, J., Ferreira, D., Dur\u00e3es, D., Marcondes, F., Santos, F., Machado, J.: Review of trends in automatic human activity recognition using synthetic audio-visual data. In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 549\u2013560. Springer, Cham (2020)","DOI":"10.1007\/978-3-030-62365-4_53"},{"key":"10_CR9","doi-asserted-by":"publisher","first-page":"102769","DOI":"10.1016\/j.jvcir.2020.102769","volume":"68","author":"M Shokri","year":"2020","unstructured":"Shokri, M., Harati, A., Taba, K.: Salient object detection in video using deep non-local neural networks. J. Vis. Commun. Image Represent. 68, 102769 (2020)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"10_CR10","volume-title":"Deep Learning","author":"I Goodfellow","year":"2016","unstructured":"Goodfellow, I., Bengio, Y., Courville, A.: Deep Learning. MIT Press, Cambridge (2016)"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceeding of the IEEE conference on computer vision and pattern recognition, pp. 770\u2013778 (2016).","DOI":"10.1109\/CVPR.2016.90"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Huang, G., Liu, Z., Van Der Maaten, L., Weinberger, K.Q.: Densely connected convolutional networks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4700\u20134708 (2017)","DOI":"10.1109\/CVPR.2017.243"},{"key":"10_CR13","unstructured":"Hochreiter, S., Bengio, Y., Fransconi, P., Schmidhuber, J.: Gradient flow in recorrent nets: the difficulty of learning long-terms dependencies (2001)"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Huang, G., Yu, S., Zhung, L., Daniel, S., Killian, Q.W.: Deep networks with stochastic depth. In: European Conference on Computer Vision, pp. 646\u2013661. Springer Cham (2016)","DOI":"10.1007\/978-3-319-46493-0_39"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Feichtenhofer, C., Fan, H., Malik, J., He, K.: Slowfast networks for video recognition. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 6202\u20136211 (2019)","DOI":"10.1109\/ICCV.2019.00630"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Carreira, J., Andrew, Z.: Quo vadis, action recognition? A new model and the kinetics dataset. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 6299\u20136308 (2017)","DOI":"10.1109\/CVPR.2017.502"},{"key":"10_CR17","unstructured":"Carreira, J., Noland, E., Hillier, C., Zisserman, A.: A short note on the Kinetics-700 human action dataset. arXiv, vol. preprint, no. 1907.06987 (2019)"},{"key":"10_CR18","unstructured":"Li, A., Thotakuri, M., Ross, D.A., Carreira, J., Vostrikov, A., Zisserman, A.: The AVA-kinetics localized human actions video dataset. arXiv preprint 2005.00214 (2020)"}],"container-title":["Advances in Intelligent Systems and Computing","Trends and Applications in Information Systems and Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-72657-7_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T13:15:24Z","timestamp":1619097324000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-72657-7_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030726560","9783030726577"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-72657-7_10","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"23 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WorldCIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Information Systems and Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Terceira Island","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 March 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 April 2021","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":"worldcist2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/worldcist.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}