{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T11:27:29Z","timestamp":1743074849318,"version":"3.40.3"},"publisher-location":"Cham","reference-count":39,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030223533"},{"type":"electronic","value":"9783030223540"}],"license":[{"start":{"date-parts":[[2019,6,21]],"date-time":"2019-06-21T00:00:00Z","timestamp":1561075200000},"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\/978-3-030-22354-0_45","type":"book-chapter","created":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T11:02:51Z","timestamp":1561028571000},"page":"508-518","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Video Classification Using Deep Autoencoder Network"],"prefix":"10.1007","author":[{"given":"Farshid","family":"Hajati","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammad","family":"Tavakolian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,6,21]]},"reference":[{"issue":"6","key":"45_CR1","doi-asserted-by":"publisher","first-page":"970","DOI":"10.1109\/THMS.2017.2681425","volume":"47","author":"F Hajati","year":"2017","unstructured":"Hajati, F., et al.: Dynamic texture comparison using derivative sparse representation: application to video-based face recognition. IEEE Trans. Hum.-Mach. Syst. 47(6), 970\u2013982 (2017)","journal-title":"IEEE Trans. Hum.-Mach. Syst."},{"key":"45_CR2","doi-asserted-by":"crossref","unstructured":"Hajati, F., Faez, K., Pakazad, S.K.: An efficient method for face localization and recognition in color images, in 2006 IEEE International Conference on Systems, Man and Cybernetics (2006)","DOI":"10.1109\/ICSMC.2006.384796"},{"key":"45_CR3","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.patcog.2016.08.019","volume":"62","author":"F Hajati","year":"2017","unstructured":"Hajati, F., et al.: Surface geodesic pattern for 3D deformable texture matching. Pattern Recogn. 62, 21\u201332 (2017)","journal-title":"Pattern Recogn."},{"issue":"1","key":"45_CR4","doi-asserted-by":"publisher","first-page":"40","DOI":"10.3923\/jas.2012.40.47","volume":"12","author":"R Barzamini","year":"2012","unstructured":"Barzamini, R., et al.: Short term load forecasting using multi-layer perception and fuzzy inference systems for Islamic Countries. J. Appl. Sci. 12(1), 40\u201347 (2012)","journal-title":"J. Appl. Sci."},{"key":"45_CR5","doi-asserted-by":"crossref","unstructured":"Shojaiee, F., Hajati, F.: Local composition derivative pattern for palmprint recognition, in 2014 22nd Iranian Conference on Electrical Engineering (ICEE) (2014)","DOI":"10.1109\/IranianCEE.2014.6999675"},{"key":"45_CR6","doi-asserted-by":"crossref","unstructured":"Pakazad, S.K., Faez, K., Hajati, F.: Face detection based on central geometrical moments of face components, in 2006 IEEE International Conference on Systems, Man and Cybernetics (2006)","DOI":"10.1109\/ICSMC.2006.384798"},{"key":"45_CR7","doi-asserted-by":"crossref","unstructured":"Ayatollahi, F., Raie, A.A., Hajati, F.: Expression-invariant face recognition using depth and intensity dual-tree complex wavelet transform features, vol. 24: SPIE. 1\u201313, 13 (2015)","DOI":"10.1117\/1.JEI.24.2.023031"},{"key":"45_CR8","doi-asserted-by":"crossref","unstructured":"Abdoli, S., Hajati, F.: Offline signature verification using geodesic derivative pattern, in 2014 22nd Iranian Conference on Electrical Engineering (ICEE) (2014)","DOI":"10.1109\/IranianCEE.2014.6999685"},{"issue":"2","key":"45_CR9","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1109\/TPAMI.2012.83","volume":"35","author":"A Ravichandran","year":"2013","unstructured":"Ravichandran, A., Chaudhry, R., Vidal, R.: Categorizing dynamic textures using a bag of dynamical systems. IEEE Trans. PAMI 35(2), 342\u2013353 (2013)","journal-title":"IEEE Trans. PAMI"},{"issue":"7","key":"45_CR10","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. PAMI 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. PAMI"},{"key":"45_CR11","doi-asserted-by":"crossref","unstructured":"Feichtenhofer, C., Pinz, A., Wildes, R.P.: Bags of spacetime energies for dynamic scene recognition, in Proc. IEEE CVPR, pp. 2681\u20132688 (2014)","DOI":"10.1109\/CVPR.2014.343"},{"issue":"6","key":"45_CR12","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1109\/TPAMI.2007.1037","volume":"29","author":"TK Kim","year":"2007","unstructured":"Kim, T.K., Kittler, J., Cipolla, R.: Discriminative learning and recognition of image set classes using canonical correlations. IEEE Trans. PAMI 29(6), 1005\u20131018 (2007)","journal-title":"IEEE Trans. PAMI"},{"issue":"10","key":"45_CR13","doi-asserted-by":"publisher","first-page":"4466","DOI":"10.1109\/TIP.2012.2206039","volume":"21","author":"R Wang","year":"2012","unstructured":"Wang, R., et al.: Manifold-manifold distance and its application to face recognition with image sets. IEEE Trans. Image Process. 21(10), 4466\u20134479 (2012)","journal-title":"IEEE Trans. Image Process."},{"key":"45_CR14","doi-asserted-by":"crossref","unstructured":"Harandi, M., et al.: Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching, in Proc. IEEE CVPR, pp. 2705\u20132712 (2011)","DOI":"10.1109\/CVPR.2011.5995564"},{"key":"45_CR15","unstructured":"Wang, R., et al.: Covariance discriminative learning: a natural and efficient approach to image set classification, in Proc. IEEE CVPR, pp. 2496\u20132503 (2012)"},{"issue":"12","key":"45_CR16","doi-asserted-by":"publisher","first-page":"1627","DOI":"10.1016\/j.patrec.2010.05.009","volume":"31","author":"R P\u00e9teri","year":"2010","unstructured":"P\u00e9teri, R., Fazekas, S., Huiskes, M.J.: DynTex: a comprehensive database of dynamic textures. Pattern Recogn. Lett. 31(12), 1627\u20131632 (2010)","journal-title":"Pattern Recogn. Lett."},{"issue":"6","key":"45_CR17","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1109\/TPAMI.2007.1110","volume":"29","author":"G Zhao","year":"2007","unstructured":"Zhao, G., Pietikainen, M.: Dynamic texture recognition using local binary patterns with an application to facial expressions. IEEE Trans. PAMI 29(6), 915\u2013928 (2007)","journal-title":"IEEE Trans. PAMI"},{"issue":"1","key":"45_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/2200000006","volume":"2","author":"Y Bengio","year":"2009","unstructured":"Bengio, Y.: Learning deep architectures for AI. Found. Trends Mach. Learn. 2(1), 1\u2013127 (2009)","journal-title":"Found. Trends Mach. Learn."},{"key":"45_CR19","doi-asserted-by":"publisher","first-page":"1230","DOI":"10.1016\/j.neucom.2015.07.071","volume":"171","author":"X Qi","year":"2016","unstructured":"Qi, X., et al.: Dynamic texture and scene classification by transferring deep image features. Neurocomputing 171, 1230\u20131241 (2016)","journal-title":"Neurocomputing"},{"key":"45_CR20","doi-asserted-by":"crossref","unstructured":"Azizpour, H., et al.: From generic to specific deep representations for visual recognition, in Proc. IEEE CVPR, pp. 36\u201345 (2015)","DOI":"10.1109\/CVPRW.2015.7301270"},{"key":"45_CR21","unstructured":"Sermanet, P., et al.: Overfeat: integrated recognition, localization and detection using convolutional networks. arXiv preprint arXiv:1312.6229 (2013)"},{"key":"45_CR22","doi-asserted-by":"crossref","unstructured":"Sun, Y., Wang, X., Tang, X.: Deep learning face representation from predicting 10,000 classes, in Proc. IEEE CVPR, pp. 1891\u20131898 (2014)","DOI":"10.1109\/CVPR.2014.244"},{"key":"45_CR23","unstructured":"Xie, J., Xu, L., Chen, E.: Image denoising and inpainting with deep neural networks, in advances in neural information processing systems, pp. 350\u2013358 (2012)"},{"key":"45_CR24","unstructured":"Smolensky, P.: Information processing in dynamical systems: foundations of harmony theory. In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, pp. 194\u2013281. MIT Press (1986)"},{"key":"45_CR25","doi-asserted-by":"crossref","unstructured":"Taylor, G.W., Hinton, G.E., Roweis, S.: Modeling human motion using binary latent variables, in advances in neural information processing systems, pp. 1345\u20131352 (2007)","DOI":"10.7551\/mitpress\/7503.003.0173"},{"key":"45_CR26","doi-asserted-by":"crossref","unstructured":"Taylor, G.W., et al.: Convolutional learning of spatio-temporal features, in Proc. ECCV, pp. 140\u2013153 (2010)","DOI":"10.1007\/978-3-642-15567-3_11"},{"issue":"7","key":"45_CR27","doi-asserted-by":"publisher","first-page":"1527","DOI":"10.1162\/neco.2006.18.7.1527","volume":"18","author":"GE Hinton","year":"2006","unstructured":"Hinton, G.E., Osindero, S., Teh, Y.W.: A fast learning algorithm for deep belief nets. Neural Comput. 18(7), 1527\u20131554 (2006)","journal-title":"Neural Comput."},{"issue":"4","key":"45_CR28","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1207\/s15516709cog0000_76","volume":"30","author":"G Hinton","year":"2006","unstructured":"Hinton, G., et al.: Unsupervised discovery of nonlinear structure using contrastive backpropagation. Cogn. Sci. 30(4), 725\u2013731 (2006)","journal-title":"Cogn. Sci."},{"key":"45_CR29","unstructured":"Lee, K.C., et al.: Video-based face recognition using probabilistic appearance manifolds, in Proc. IEEE CVPR, pp. 313\u2013320 (2003)"},{"key":"45_CR30","doi-asserted-by":"crossref","unstructured":"Derpanis, K.G., et al.: Dynamic scene understanding: the role of orientation features in space and time in scene classification, in Proc. IEEE CVPR, pp. 1306\u20131313 (2012)","DOI":"10.1109\/CVPR.2012.6247815"},{"issue":"10","key":"45_CR31","doi-asserted-by":"publisher","first-page":"1992","DOI":"10.1109\/TPAMI.2011.283","volume":"34","author":"Y Hu","year":"2012","unstructured":"Hu, Y., Mian, A.S., Owens, R.: Face recognition using sparse approximated nearest points between image sets. IEEE Trans. PAMI 34(10), 1992\u20132004 (2012)","journal-title":"IEEE Trans. PAMI"},{"issue":"11","key":"45_CR32","doi-asserted-by":"publisher","first-page":"2818","DOI":"10.1016\/j.patcog.2009.02.011","volume":"42","author":"A Hadid","year":"2009","unstructured":"Hadid, A., Pietikainen, M.: Combining appearance and motion for face and gender recognition from videos. Pattern Recogn. 42(11), 2818\u20132827 (2009)","journal-title":"Pattern Recogn."},{"key":"45_CR33","doi-asserted-by":"crossref","unstructured":"Wang, R., Chen, X.: Manifold discriminant analysis, in Proc. IEEE CVPR, pp. 429\u2013436 (2009)","DOI":"10.1109\/CVPR.2009.5206850"},{"key":"45_CR34","doi-asserted-by":"crossref","unstructured":"Yang, M., et al.: Face recognition based on regularized nearest points between image sets, in Proc. IEEE Int. Conf. and Workshops on Automatic Face and Gesture Recognition (FG), pp. 1\u20137 (2013)","DOI":"10.1109\/FG.2013.6553727"},{"key":"45_CR35","unstructured":"Yong, X., et al.: Dynamic texture classification using dynamic fractal analysis, in Proc. IEEE ICCV, pp. 1219\u20131226 (2011)"},{"key":"45_CR36","doi-asserted-by":"crossref","unstructured":"Coviello, E., et al.: Growing a bag of systems tree for fast and accurate classification, in Proc. IEEE CVPR, pp. 1979\u20131986 (2012)","DOI":"10.1109\/CVPR.2012.6247900"},{"issue":"8","key":"45_CR37","doi-asserted-by":"publisher","first-page":"2099","DOI":"10.1109\/TMM.2014.2362855","volume":"16","author":"SR Arashloo","year":"2014","unstructured":"Arashloo, S.R., Kittler, J.: Dynamic texture recognition using multiscale binarized statistical image features. IEEE Trans. Multimedia 16(8), 2099\u20132109 (2014)","journal-title":"IEEE Trans. Multimedia"},{"key":"45_CR38","doi-asserted-by":"crossref","unstructured":"Th\u00e9riault, C., Thome, N., Cord, M.: Dynamic scene classification: learning motion descriptors with slow features analysis, in Proc. IEEE CVPR, pp. 2603\u20132610 (2013)","DOI":"10.1109\/CVPR.2013.336"},{"key":"45_CR39","doi-asserted-by":"crossref","unstructured":"Feichtenhofer, C., Pinz, A., Wildes, R.P.: Spacetime forests with complementary features for dynamic scene recognition, in Proc. BMVC, pp. 1\u201312 (2013)","DOI":"10.5244\/C.27.56"}],"container-title":["Advances in Intelligent Systems and Computing","Complex, Intelligent, and Software Intensive Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-22354-0_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,17]],"date-time":"2023-09-17T16:30:46Z","timestamp":1694968246000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-22354-0_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,21]]},"ISBN":["9783030223533","9783030223540"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-22354-0_45","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,6,21]]},"assertion":[{"value":"21 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CISIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Conference on Complex, Intelligent, and Software Intensive Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sydney, NSW","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 July 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"coisis2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}