{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T11:49:11Z","timestamp":1725882551761},"publisher-location":"Cham","reference-count":39,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319545257"},{"type":"electronic","value":"9783319545264"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-54526-4_27","type":"book-chapter","created":{"date-parts":[[2017,3,15]],"date-time":"2017-03-15T03:13:16Z","timestamp":1489547596000},"page":"360-376","source":"Crossref","is-referenced-by-count":1,"title":["An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance"],"prefix":"10.1007","author":[{"given":"Farshad","family":"Nourbakhsh","sequence":"first","affiliation":[]},{"given":"Eric","family":"Granger","sequence":"additional","affiliation":[]},{"given":"Giorgio","family":"Fumera","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,16]]},"reference":[{"key":"27_CR1","first-page":"790598","volume":"2011","author":"S Chen","year":"2011","unstructured":"Chen, S., Mau, S., Harandi, M.T., Sanderson, C., Bigdeli, A., Lovell, B.C.: Face recognition from still images to video sequences: a local-feature-based framework. EURASIP J. Image Video Process. 2011, 790598 (2011)","journal-title":"EURASIP J. Image Video Process."},{"key":"27_CR2","doi-asserted-by":"crossref","first-page":"1925","DOI":"10.1109\/TPAMI.2011.68","volume":"33","author":"B Kamgar-Parsi","year":"2011","unstructured":"Kamgar-Parsi, B., Lawson, W., Kamgar-Parsi, B.: Toward development of a face recognition system for watchlist surveillance. IEEE Trans. PAMI 33, 1925\u20131937 (2011)","journal-title":"IEEE Trans. PAMI"},{"key":"27_CR3","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.patcog.2015.08.002","volume":"49","author":"MAA Dewan","year":"2016","unstructured":"Dewan, M.A.A., Granger, E., Marcialis, G.L., Sabourin, R., Roli, F.: Adaptive appearance model tracking for still-to-video face recognition. Pattern Recogn. 49, 129\u2013151 (2016)","journal-title":"Pattern Recogn."},{"key":"27_CR4","unstructured":"Pato, J., Millett, L.: Biometric recognition: challenges and opportunities. Whither Biometrics Committee, National Research Council of the NSA (2010)"},{"key":"27_CR5","doi-asserted-by":"crossref","unstructured":"Pagano, C.C., Granger, E., Sabourin, R., Gorodnichy, D.O.: Detector ensembles for face recognition in video surveillance. In: IJCNN, pp. 1\u20138 (2012)","DOI":"10.1109\/IJCNN.2012.6252659"},{"key":"27_CR6","doi-asserted-by":"crossref","first-page":"1725","DOI":"10.1016\/j.patcog.2006.03.013","volume":"39","author":"X Tan","year":"2006","unstructured":"Tan, X., Chen, S., Zhou, Z.H., Zhang, F.: Face recognition from a single image per person: a survey. Pattern Recogn. 39, 1725\u20131745 (2006)","journal-title":"Pattern Recogn."},{"key":"27_CR7","doi-asserted-by":"crossref","first-page":"2497","DOI":"10.1016\/j.patcog.2013.01.037","volume":"46","author":"M Kan","year":"2013","unstructured":"Kan, M., Shan, S., Su, Y., Xu, D., Chen, X.: Adaptive discriminant learning for face recognition. Pattern Recog. 46, 2497\u20132509 (2013)","journal-title":"Pattern Recog."},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Bashbaghi, S., Granger, E., Sabourin, R., Bilodeau, G.: Ensembles of exemplar-SVMs for video face recognition from a single sample per person. In: IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 1\u20136 (2015)","DOI":"10.1109\/AVSS.2015.7301749"},{"key":"27_CR9","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1109\/MSP.2014.2347059","volume":"32","author":"VM Patel","year":"2015","unstructured":"Patel, V.M., Gopalan, R., Li, R., Chellappa, R.: Visual domain adaptation: a survey of recent advances. IEEE Sig. Process. Mag. 32, 53\u201369 (2015)","journal-title":"IEEE Sig. Process. Mag."},{"key":"27_CR10","doi-asserted-by":"crossref","first-page":"730","DOI":"10.1109\/TKDE.2009.156","volume":"22","author":"LL Minku","year":"2010","unstructured":"Minku, L.L., White, A.P., Yao, X.: The impact of diversity on online ensemble learning in the presence of concept drift. IEEE Trans. Knowl. Data Eng. 22, 730\u2013742 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"27_CR11","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.inffus.2015.01.002","volume":"25","author":"L Snidaro","year":"2015","unstructured":"Snidaro, L., Garca, J., Llinas, J.: Context-based information fusion: a survey and discussion. Inf. Fusion 25, 16\u201331 (2015)","journal-title":"Inf. Fusion"},{"key":"27_CR12","unstructured":"Huang, Z., Wang, R., Shan, S., Li, X., Chen, X.: Log-euclidean metric learning on symmetric positive definite manifold with application to image set classification. In: ICML. JMLR Workshop and Conference Proceedings (2015)"},{"key":"27_CR13","unstructured":"Margolis, A.: Automatic annotation of spoken language using out-of-domain resources and domain adaptation. IEEE Trans. Knowl. Data Eng. (2011)"},{"key":"27_CR14","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"SJ Pan","year":"2010","unstructured":"Pan, S.J., Yang, Q.: A survey on transfer learning. IEEE Trans. Knowl. Data Eng. 22, 1345\u20131359 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"27_CR15","doi-asserted-by":"crossref","first-page":"1864","DOI":"10.1109\/TPAMI.2012.30","volume":"34","author":"W Deng","year":"2012","unstructured":"Deng, W., Hu, J., Guo, J.: Extended SRC: undersampled face recognition via intraclass variant dictionary. IEEE Trans. PAMI 34, 1864\u20131870 (2012)","journal-title":"IEEE Trans. PAMI"},{"key":"27_CR16","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell. 31, 210\u2013227 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"27_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/978-3-642-01793-3_23","volume-title":"Advances in Biometrics","author":"I Naseem","year":"2009","unstructured":"Naseem, I., Togneri, R., Bennamoun, M.: Sparse representation for video-based face recognition. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 219\u2013228. Springer, Heidelberg (2009). doi: 10.1007\/978-3-642-01793-3_23"},{"key":"27_CR18","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1016\/j.procs.2015.06.088","volume":"54","author":"S Nagendra","year":"2015","unstructured":"Nagendra, S., Baskaran, R., Abirami, S.: Video-based face recognition and face-tracking using sparse representation based categorization. Procedia Comput. Sci. 54, 746\u2013755 (2015). International Conference on Data Mining and Warehousing","journal-title":"Procedia Comput. Sci."},{"key":"27_CR19","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.neucom.2013.12.004","volume":"135","author":"Z Cui","year":"2014","unstructured":"Cui, Z., Chang, H., Shan, S., Ma, B., Chen, X.: Joint sparse representation for video-based face recognition. Neurocomputing 135, 306\u2013312 (2014)","journal-title":"Neurocomputing"},{"key":"27_CR20","series-title":"Lecture Notes in Computer Science (LNCS)","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1007\/978-3-319-25417-3_15","volume-title":"Biometric Recognition","author":"J Gu","year":"2015","unstructured":"Gu, J., Liu, L., Hu, H.: Patch-based sparse dictionary representation for face recognition with single sample per person. In: Yang, J., Yang, J., Sun, Z., Shan, S., Zheng, W., Feng, J. (eds.) Biometric Recognition. LNCS, vol. 9428, pp. 120\u2013126. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-25417-3_15"},{"key":"27_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"631","DOI":"10.1007\/978-3-642-33765-9_45","volume-title":"Computer Vision \u2013 ECCV 2012","author":"Q Qiu","year":"2012","unstructured":"Qiu, Q., Patel, V.M., Turaga, P., Chellappa, R.: Domain adaptive dictionary learning. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012. LNCS, vol. 7575, pp. 631\u2013645. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-33765-9_45"},{"key":"27_CR22","doi-asserted-by":"crossref","unstructured":"Ni, J., Qiu, Q., Chellappa, R.: Subspace interpolation via dictionary learning for unsupervised domain adaptation. In: IEEE Conference on Computer Vision and Pattern Recognition (2013)","DOI":"10.1109\/CVPR.2013.95"},{"key":"27_CR23","series-title":"Advances in Computer Vision and Pattern Recognition","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/978-1-4471-6296-4_13","volume-title":"Person Re-Identification","author":"Q Qiu","year":"2014","unstructured":"Qiu, Q., Ni, J., Chellappa, R.: Dictionary-based domain adaptation methods for the re-identification of faces. In: Gong, S., Cristani, M., Yan, S., Loy, C.C. (eds.) Person Re-Identification. ACVPR, pp. 269\u2013285. Springer, Heidelberg (2014). doi: 10.1007\/978-1-4471-6296-4_13"},{"key":"27_CR24","doi-asserted-by":"crossref","unstructured":"Shekhar, S., Patel, V.M., Nguyen, H.V., Chellappa, R.: Generalized domain-adaptive dictionaries. In: IEEE Conference on Computer Vision and Pattern Recognition (2013)","DOI":"10.1109\/CVPR.2013.53"},{"key":"27_CR25","doi-asserted-by":"crossref","unstructured":"Duan, L., Tsang, I.W., Xu, D., Chua, T.: Domain adaptation from multiple sources via auxiliary classifiers. In: Proceedins of International Conference on Machine Learning (2009)","DOI":"10.1145\/1553374.1553411"},{"key":"27_CR26","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1109\/TPAMI.2011.114","volume":"34","author":"L Duan","year":"2012","unstructured":"Duan, L., Tsang, I.W., Xu, D.: Domain transfer multiple kernel learning. IEEE Trans. Pattern Anal. Mach. Intell. 34, 465\u2013479 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"27_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1007\/978-3-642-37331-2_25","volume-title":"Computer Vision \u2013 ACCV 2012","author":"H Guo","year":"2013","unstructured":"Guo, H., Jiang, Z., Davis, L.S.: Discriminative dictionary learning with pairwise constraints. In: Lee, K.M., Matsushita, Y., Rehg, J.M., Hu, Z. (eds.) ACCV 2012. LNCS, vol. 7724, pp. 328\u2013342. Springer, Heidelberg (2013). doi: 10.1007\/978-3-642-37331-2_25"},{"key":"27_CR28","doi-asserted-by":"crossref","unstructured":"Shafiee, S., Kamangar, F., Athitsos, V., Huang, J.: The role of dictionary learning on sparse representation-based classification. In: International Conference on PErvasive Technologies Related to Assistive Environments (2013)","DOI":"10.1145\/2504335.2504385"},{"key":"27_CR29","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.: K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Trans. Sig. Proc. 54, 4311\u20134322 (2006)","journal-title":"Trans. Sig. Proc."},{"key":"27_CR30","doi-asserted-by":"crossref","unstructured":"Engan, K., Aase, S.O., Hakon Husoy, J.: Method of optimal directions for frame design. In: International Conference on Acoustics, Speech, and Signal Processing (1999)","DOI":"10.1109\/ICASSP.1999.760624"},{"key":"27_CR31","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1007\/s13042-014-0286-5","volume":"6","author":"F Nourbakhsh","year":"2015","unstructured":"Nourbakhsh, F., Bul\u00f2, S.R., Pelillo, M.: A matrix factorization approach to graph compression with partial information. Int. J. Mach. Learn. Cybern. 6, 523\u2013536 (2015)","journal-title":"Int. J. Mach. Learn. Cybern."},{"key":"27_CR32","doi-asserted-by":"crossref","unstructured":"Nourbakhsh, F., Granger, E.: Learning of graph compressed dictionaries for sparse representation classification. In: International Conference on Pattern Recognition Applications and Methods, ICPRAM, pp. 309\u2013316 (2016)","DOI":"10.5220\/0005710403090316"},{"key":"27_CR33","doi-asserted-by":"crossref","unstructured":"Yang, M., Van Gool, L., Zhang, L.: Sparse variation dictionary learning for face recognition with a single training sample per person. In: The IEEE International Conference on Computer Vision (ICCV) (2013)","DOI":"10.1109\/ICCV.2013.91"},{"key":"27_CR34","doi-asserted-by":"crossref","first-page":"1722","DOI":"10.1109\/TIP.2015.2409738","volume":"24","author":"C Wei","year":"2015","unstructured":"Wei, C., Wang, Y.F.: Undersampled face recognition via robust auxiliary dictionary learning. IEEE Trans. Image Process. 24, 1722\u20131734 (2015)","journal-title":"IEEE Trans. Image Process."},{"key":"27_CR35","doi-asserted-by":"crossref","unstructured":"Wong, Y., Chen, S., Mau, S., Sanderson, C., Lovell, B.C.: Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition. In: (CVPR) Workshops on Biometrics. IEEE (2011)","DOI":"10.1109\/CVPRW.2011.5981881"},{"key":"27_CR36","doi-asserted-by":"crossref","first-page":"5967","DOI":"10.1109\/TIP.2015.2493448","volume":"24","author":"Z Huang","year":"2015","unstructured":"Huang, Z., Shan, S., Wang, R., Zhang, H., Lao, S., Kuerban, A., Chen, X.: A benchmark and comparative study of video-based face recognition on COX face database. IEEE Trans. Image Proccess. 24, 5967\u20135981 (2015)","journal-title":"IEEE Trans. Image Proccess."},{"key":"27_CR37","doi-asserted-by":"crossref","unstructured":"Yang, M., Zhang, L., Yang, J., Zhang, D.: Robust sparse coding for face recognition. In: International Conference on Computer Vision and Pattern Recognition (2011)","DOI":"10.1109\/CVPR.2011.5995393"},{"key":"27_CR38","doi-asserted-by":"crossref","unstructured":"Elhamifar, E., Sapiro, G., Vidal, R.: See all by looking at a few: sparse modeling for finding representative objects. In: IEEE Conference on Computer Vision and Pattern Recognition (2012)","DOI":"10.1109\/CVPR.2012.6247852"},{"key":"27_CR39","doi-asserted-by":"crossref","first-page":"4789","DOI":"10.1109\/TIT.2008.929958","volume":"54","author":"DL Donoho","year":"2008","unstructured":"Donoho, D.L., Tsaig, Y.: Fast solution of $${\\rm l}_1$$ -norm minimization problems when the solution may be sparse. IEEE Trans. Inf. Theory 54, 4789\u20134812 (2008)","journal-title":"IEEE Trans. Inf. Theory"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2016 Workshops"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-54526-4_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T08:38:29Z","timestamp":1498379909000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-54526-4_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319545257","9783319545264"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-54526-4_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}
