{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:45:12Z","timestamp":1762368312558,"version":"build-2065373602"},"reference-count":19,"publisher":"Tsinghua University Press","issue":"1","content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comp. Visual. Med."],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1007\/s41095-015-0005-5","type":"journal-article","created":{"date-parts":[[2015,8,7]],"date-time":"2015-08-07T07:54:49Z","timestamp":1438934089000},"page":"59-68","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Salt and pepper noise removal in surveillance video based on low-rank matrix recovery"],"prefix":"10.26599","volume":"1","author":[{"given":"Yongxia","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Shandong University, Jinan 250101, China"}]},{"given":"Yi","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Shandong University, Jinan 250101, China"}]},{"given":"Xuemei","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Shandong University, Jinan 250101, China"}]},{"given":"Caiming","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Shandong University, Jinan 250101, China; Shandong University of Finance and Economics, Shandong Provincial Key Laboratory of Digital Media Technology, Jinan 250014, China"}]}],"member":"11138","reference":[{"key":"5_CR1","first-page":"145","volume-title":"In: 15th European Signal Processing Conference","author":"K. Dabov","year":"2007","unstructured":"Dabov, K.; Foi, A.; Egiazarian, K. Video denoising by sparse 3D transform-domain collaborative filtering. In: 15th European Signal Processing Conference, 145\u2013149, 2007."},{"issue":"2","key":"5_CR2","first-page":"64","volume":"32","author":"D. Bartov\u010dak","year":"2012","unstructured":"Bartov\u010dak, D.; Vranki\u0107, M. Video denoising based on adaptive temporal averaging. Engineering Review Vol. 32, No. 2, 64\u201369, 2012.","journal-title":"Engineering Review"},{"issue":"8","key":"5_CR3","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1109\/TCSVT.2006.879994","volume":"16","author":"V. Zlokolica","year":"2006","unstructured":"Zlokolica, V.; Pizurica, A.; Philips, W. Waveletdomain video denoising based on reliability measures. IEEE Transactions on Circuits and Systems for Video Technology Vol. 16, No. 8, 993\u20131007, 2006.","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"issue":"1","key":"5_CR4","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/TIP.2008.2008065","volume":"18","author":"M. Protter","year":"2009","unstructured":"Protter, M.; Elad, M. Image sequence denoising via sparse and redundant representations. IEEE Transactions on Image Processing Vol. 18, No. 1, 27\u201335, 2009.","journal-title":"IEEE Transactions on Image Processing"},{"key":"5_CR5","first-page":"965","volume":"2","author":"H.-Y. Cheong","year":"2004","unstructured":"Cheong, H.-Y.; Tourapis, A. M.; Llach, J.; Boyce, J. Adaptive spatio-temporal filtering for video denoising. In: 2004.International Conference on Image Processing, Vol. 2, 965\u2013968, 2004.","journal-title":"In: 2004.International Conference on Image Processing"},{"key":"5_CR6","first-page":"1","volume-title":"In: IEEE Conference on Computer Vision and Pattern Recognition","author":"J. Chen","year":"2007","unstructured":"Chen, J.; Tang, C.-K. Spatio-temporal Markov random field for video denoising. In: IEEE Conference on Computer Vision and Pattern Recognition, 1\u20138, 2007."},{"key":"5_CR7","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1109\/MSPCT.2011.6150444","volume-title":"In: 2011.International Conference on Multimedia, Signal Processing and Communication Technologies","author":"T. Veerakumar","year":"2011","unstructured":"Veerakumar, T.; Esakkirajan, S.; Vennila, I. Salt and pepper noise removal in video using adaptive decision based median filter. In: 2011.International Conference on Multimedia, Signal Processing and Communication Technologies, 87\u201390, 2011."},{"key":"5_CR8","first-page":"1","volume-title":"In: 2013.Fourth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics","author":"J. Vajpai","year":"2013","unstructured":"Vajpai, J.; Mehta, S. Directional multi-pass median filter for impulse noise reduction. In: 2013.Fourth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, 1\u20134, 2013."},{"issue":"10","key":"5_CR9","doi-asserted-by":"crossref","first-page":"1479","DOI":"10.1109\/TIP.2005.852196","volume":"14","author":"R. H. Chan","year":"2005","unstructured":"Chan, R. H.; Ho, C.-W.; Nikolova, M. Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization. IEEE Transactions on Image Processing Vol. 14, No. 10, 1479\u20131485, 2005.","journal-title":"IEEE Transactions on Image Processing"},{"issue":"3","key":"5_CR10","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1109\/LSP.2006.884018","volume":"14","author":"K. S. Srinivasan","year":"2007","unstructured":"Srinivasan, K. S.; Ebenezer, D. A new fast and efficient decision-based algorithm for removal of highdensity impulse noises. IEEE Signal Processing Letters Vol. 14, No. 3, 189\u2013192, 2007.","journal-title":"IEEE Signal Processing Letters"},{"issue":"5","key":"5_CR11","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1109\/LSP.2011.2122333","volume":"18","author":"S. Esakkirajan","year":"2011","unstructured":"Esakkirajan, S.; Veerakumar, T.; Subramanyam, A. N.; PremChand, C. H. Removal of high density salt and pepper noise through modified decision based unsymmetric trimmed median filter. IEEE Signal Processing Letters Vol. 18, No. 5, 287\u2013290, 2011.","journal-title":"IEEE Signal Processing Letters"},{"issue":"8","key":"5_CR12","doi-asserted-by":"crossref","first-page":"2080","DOI":"10.1109\/TIP.2007.901238","volume":"16","author":"K. Dabov","year":"2007","unstructured":"Dabov, K.; Foi, A.; Katkovnik, V.; Egiazarian, K. Image denoising by sparse 3-D transform-domain collaborative filtering. IEEE Transactions on Image Processing Vol. 16, No. 8, 2080\u20132095, 2007.","journal-title":"IEEE Transactions on Image Processing"},{"issue":"4","key":"5_CR13","doi-asserted-by":"crossref","first-page":"1620","DOI":"10.1109\/TIP.2012.2235847","volume":"22","author":"W. Dong","year":"2013","unstructured":"Dong, W.; Zhang, L.; Shi, G.; Li, X. Nonlocally centralized sparse representation for image restoration. IEEE Transactions on Image Processing Vol. 22, No. 4, 1620\u20131630, 2013.","journal-title":"IEEE Transactions on Image Processing"},{"key":"5_CR14","doi-asserted-by":"crossref","first-page":"2272","DOI":"10.1109\/ICCV.2009.5459452","volume-title":"In: 2009.IEEE 12th International Conference on Computer Vision","author":"J. Mairal","year":"2009","unstructured":"Mairal, J.; Bach, F.; Ponce, J.; Sapiro, G.; Zisserman, A. Non-local sparse models for image restoration. In: 2009.IEEE 12th International Conference on Computer Vision, 2272\u20132279, 2009."},{"key":"5_CR15","doi-asserted-by":"crossref","first-page":"1791","DOI":"10.1109\/CVPR.2010.5539849","volume-title":"In: 2010.IEEE Conference on Computer Vision and Pattern Recognition","author":"H. Ji","year":"2010","unstructured":"Ji, H.; Liu, C.; Shen, Z.; Xu, Y. Robust video denoising using low rank matrix completion. In: 2010.IEEE Conference on Computer Vision and Pattern Recognition, 1791\u20131798, 2010."},{"key":"5_CR16","unstructured":"Lin, Z.; Chen, M.; Ma, Y. The augmented Lagrange multiplier method for exact recovery of corrupted lowrank matrices. arXiv:1009.5055, 2010."},{"issue":"3","key":"5_CR17","first-page":"615","volume":"6","author":"K.-C. Toh","year":"2010","unstructured":"Toh, K.-C.; Yun, S. An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems. Pacific Journal of Optimization Vol. 6, No. 3, 615\u2013640, 2010.","journal-title":"Pacific Journal of Optimization"},{"key":"5_CR18","first-page":"2080","volume-title":"In: Advances in Neural Information Processing Systems 22","author":"J. Wright","year":"2009","unstructured":"Wright, J.; Ganesh, A.; Rao, S.; Peng, Y.; Ma, Y. Robust principal component analysis: Exact recovery of corrupted low-rank matrices by convex optimization. In: Advances in Neural Information Processing Systems 22, 2080\u20132088, 2009."},{"issue":"3","key":"5_CR19","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1145\/1970392.1970395","volume":"58","author":"E. J. Cand\u00e8s","year":"2011","unstructured":"Cand\u00e8s, E. J.; Li, X.; Ma, Y.; Wright, J. Robust principal component analysis? Journal of the ACM (JACM) Vol. 58, No. 3, Article No. 11, 2011","journal-title":"Journal of the ACM (JACM)"}],"container-title":["Computational Visual Media"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10750449\/10897290\/10897298.pdf?arnumber=10897298","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:38:15Z","timestamp":1762367895000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10897298\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3]]},"references-count":19,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1007\/s41095-015-0005-5","relation":{},"ISSN":["2096-0662","2096-0433"],"issn-type":[{"type":"electronic","value":"2096-0662"},{"type":"print","value":"2096-0433"}],"subject":[],"published":{"date-parts":[[2015,3]]}}}