{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T20:02:17Z","timestamp":1776888137209,"version":"3.51.2"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,7,12]],"date-time":"2014-07-12T00:00:00Z","timestamp":1405123200000},"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":["J Sign Process Syst"],"published-print":{"date-parts":[[2015,5]]},"DOI":"10.1007\/s11265-014-0913-0","type":"journal-article","created":{"date-parts":[[2014,7,11]],"date-time":"2014-07-11T03:01:04Z","timestamp":1405047664000},"page":"179-188","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":75,"title":["Sparse Coding with Anomaly Detection"],"prefix":"10.1007","volume":"79","author":[{"given":"Amir","family":"Adler","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Elad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yacov","family":"Hel-Or","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ehud","family":"Rivlin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,7,12]]},"reference":[{"key":"913_CR1","unstructured":"Chandola, V., Banerjee, A., Kumar, V. (2009). Anomaly detection: a survey. ACM Computing Surveys, 41(3), 15:1\u201315:58."},{"key":"913_CR2","doi-asserted-by":"crossref","unstructured":"Bruckstein, A.M., Donoho, D., Elad, M. (2009). From sparse solutions of systems of equations to sparse modeling of signals and images. Society for Industrial and Applied Mathematics Review, 51(1), 34\u201381.","DOI":"10.1137\/060657704"},{"key":"913_CR3","unstructured":"Nguyen, N.H., Nasrabadi, N.M., Tran, T.D. (2011). Robust multi-sensor classification via joint sparse representation. In International conference on information fusion (FUSION)."},{"key":"913_CR4","doi-asserted-by":"crossref","unstructured":"Shekhar, S., Patel, V.M., Nasrabadi, M., Chellappa, R. (2012). Joint sparsity-based robust multimodal biometrics recognition. In The 12th European conference on computer vision (ECCV).","DOI":"10.1007\/978-3-642-33885-4_37"},{"key":"913_CR5","doi-asserted-by":"crossref","unstructured":"Cong, Y., Yuan, J., Liu, J. (2011). Sparse reconstruction cost for abnormal event detection. In Computer vision and pattern recognition (CVPR).","DOI":"10.1109\/CVPR.2011.5995434"},{"key":"913_CR6","doi-asserted-by":"crossref","unstructured":"Zhao, B., Fei-Fei, L., Xing, E.P. (2011). Online detection of unusual events in videos via dynamic sparse coding. In Computer vision and pattern recognition (CVPR).","DOI":"10.1109\/CVPR.2011.5995524"},{"key":"913_CR7","doi-asserted-by":"crossref","unstructured":"Levorato, M., & Mitra, U. (2012). Fast anomaly detection in smartgrids via sparse approximation theory. In Sensor array and multichannel signal processing workshop (SAM).","DOI":"10.1109\/SAM.2012.6250561"},{"key":"913_CR8","doi-asserted-by":"crossref","unstructured":"Cotter, S.F., Rao, B.D., Engan, K., Kreutz-Delgado, K. (2005). Sparse solutions to linear inverse problems with multiple measurement vectors. IEEE Transactions on Signal Processing, 53(7), 2477\u20132488.","DOI":"10.1109\/TSP.2005.849172"},{"key":"913_CR9","doi-asserted-by":"crossref","unstructured":"Kong, D., Ding, C., Huang, H. (2011). Robust nonnegative matrix factorization using l21-norm. In The 20th ACM international conference on information and knowledge management(CIKM).","DOI":"10.1145\/2063576.2063676"},{"key":"913_CR10","unstructured":"Dobigeon, N., & F\u00e9votte, C. (2013). Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images. In The 5th workshop on hyperspectral image and signal processing: evolution in remote sensing (WHISPERS)."},{"key":"913_CR11","doi-asserted-by":"crossref","unstructured":"Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J. (2010). Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning, 3(1), 1\u2013122.","DOI":"10.1561\/2200000016"},{"key":"913_CR12","doi-asserted-by":"crossref","unstructured":"Ince, T., Kiranyaz, S., Gabbouj, M. (2009). A generic and robust system for automated patient-specific classification of ecg signals. IEEE Transactions on Biomedical Engineering, 56(5), 1415\u20131426.","DOI":"10.1109\/TBME.2009.2013934"},{"key":"913_CR13","doi-asserted-by":"crossref","unstructured":"Ye, C., Kumar, B.V., Coimbra, M.T. (2012). Heartbeat classification using morphological and dynamic features of ecg signals. IEEE Transactions on Biomedical Engineering, 59(10), 2930\u20132941.","DOI":"10.1109\/TBME.2012.2213253"},{"key":"913_CR14","doi-asserted-by":"crossref","unstructured":"Mailhe, B., Gribonval, R., Bimbot, F., Lemay, M., Vandergheynst, P., Vesin, J. M. (2009). Dictionary learning for the sparse modelling of atrial fibrillation in ecg signals. In Internatioanl conference on acoustics, speech and signal processing (ICASSP).","DOI":"10.1109\/ICASSP.2009.4959621"},{"key":"913_CR15","doi-asserted-by":"crossref","unstructured":"Moody, G.B., & Mark, R.G. (2001). The impact of the mit-bih arrhythmia database. IEEE Engineering in Medicine and Biology Magazine, 20(3), 45\u201350.","DOI":"10.1109\/51.932724"},{"key":"913_CR16","doi-asserted-by":"crossref","unstructured":"Aharon, M., Elad, M., Bruckstein, A.M. (2006). K-svd: an algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11), 4311\u20134322.","DOI":"10.1109\/TSP.2006.881199"},{"key":"913_CR17","doi-asserted-by":"crossref","unstructured":"Beck, A., & Teboulle, M. (2009). A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Image Science.","DOI":"10.1137\/080716542"},{"key":"913_CR18","unstructured":"Szeliski, R. (2010). Computer vision: algorithms and applications. New York: Springer."},{"key":"913_CR19","doi-asserted-by":"crossref","unstructured":"Artusi, A., Banterle, F., Chetverikov, D. (2011). A survey of specularity removal methods. Computer Graphics Forum, 30(11).","DOI":"10.1111\/j.1467-8659.2011.01971.x"},{"key":"913_CR20","doi-asserted-by":"crossref","unstructured":"Basri, R., & Jacobs, D.W. (2003). Lambertian reflectance and linear subspaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(2).","DOI":"10.1109\/TPAMI.2003.1177153"},{"key":"913_CR21","unstructured":"Shashua, A. (1997). On photometric issues in 3d visual recognition from a single 2d image. International Journal of Computer Vision, 21(1\u20132)."}],"container-title":["Journal of Signal Processing Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-014-0913-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11265-014-0913-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-014-0913-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,12]],"date-time":"2019-08-12T14:29:16Z","timestamp":1565620156000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11265-014-0913-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7,12]]},"references-count":21,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,5]]}},"alternative-id":["913"],"URL":"https:\/\/doi.org\/10.1007\/s11265-014-0913-0","relation":{},"ISSN":["1939-8018","1939-8115"],"issn-type":[{"value":"1939-8018","type":"print"},{"value":"1939-8115","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,7,12]]}}}