{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,22]],"date-time":"2026-03-22T07:25:53Z","timestamp":1774164353415,"version":"3.50.1"},"reference-count":69,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,8,24]],"date-time":"2017-08-24T00:00:00Z","timestamp":1503532800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jeddah University, Saudi Arabia"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1186\/s13640-017-0203-4","type":"journal-article","created":{"date-parts":[[2017,8,24]],"date-time":"2017-08-24T08:49:42Z","timestamp":1503564582000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":62,"title":["Patch-based models and algorithms for image denoising: a comparative review between patch-based images denoising methods for additive noise reduction"],"prefix":"10.1186","volume":"2017","author":[{"given":"Monagi H.","family":"Alkinani","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7877-8280","authenticated-orcid":false,"given":"Mahmoud R.","family":"El-Sakka","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,24]]},"reference":[{"issue":"11","key":"203_CR1","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"M Aharon, M Elad, A Bruckstein, K-svd: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. Sig. Process. 54(11), 4311\u20134322 (2006). doi: 10.1109\/TSP.2006.881199 .","journal-title":"IEEE Trans. Sig. Process"},{"key":"203_CR2","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1016\/j.cam.2005.04.030","volume":"189","author":"S Bacchelli","year":"2006","unstructured":"S Bacchelli, S Papi, Image denoising using principal component analysis in the wavelet domain. J. Comput. Appl. Math. 189:, 606\u2013621 (2006). doi: 10.1016\/j.cam.2005.04.030 Proceedings of The 11th International Congress on Computational and Applied Mathematics.","journal-title":"J. Comput. Appl. Math"},{"key":"203_CR3","doi-asserted-by":"crossref","unstructured":"F Bashar, MR El-Sakka, in Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 3:VISAPP. BM3D image denoising using learning-based adaptive hard thresholding (Rome, 2016), pp. 204\u2013214.","DOI":"10.5220\/0005787202040214"},{"key":"203_CR4","doi-asserted-by":"crossref","unstructured":"EP Bennett, L McMillan, in ACM SIGGRAPH 2005 Papers, ACM, New York, NY, USA, SIGGRAPH \u201905. Video enhancement using per-pixel virtual exposures, (2005), pp. 845\u2013852. doi: 10.1145\/1186822.1073272 . http:\/\/doi.org\/10.1145\/1073204.1073272 .","DOI":"10.1145\/1073204.1073272"},{"key":"203_CR5","unstructured":"J Boussinesq, Th\u00e9orie analytique de la chaleur (Gauthier-Villars, Paris, 1903)."},{"key":"203_CR6","doi-asserted-by":"crossref","unstructured":"A Buades, B Coll, JM Morel, in Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, vol 2. A non-local algorithm for image denoising, (2005), pp. 60\u201365. doi: 10.1109\/CVPR.2005.38 .","DOI":"10.1109\/CVPR.2005.38"},{"key":"203_CR7","doi-asserted-by":"crossref","unstructured":"C Chan, R Fulton, DD Feng, S Meikle, in IEEE Nuclear Science Symposuim Medical Imaging Conference. Median non-local means filtering for low SNR image denoising: application to pet with anatomical knowledge, (2010), pp. 3613\u20133618. doi: 10.1109\/NSSMIC.2010.5874485 .","DOI":"10.1109\/NSSMIC.2010.5874485"},{"issue":"9","key":"203_CR8","doi-asserted-by":"crossref","first-page":"1532","DOI":"10.1109\/83.862633","volume":"9","author":"S Chang","year":"2000","unstructured":"S Chang, B Yu, M Vetterli, Adaptive wavelet thresholding for image denoising and compression. IEEE Trans. Image Process. 9(9), 1532\u20131546 (2000a). doi: 10.1109\/83.862633 .","journal-title":"IEEE Trans. Image Process"},{"issue":"9","key":"203_CR9","doi-asserted-by":"crossref","first-page":"1522","DOI":"10.1109\/83.862630","volume":"9","author":"S Chang","year":"2000","unstructured":"S Chang, B Yu, M Vetterli, Spatially adaptive wavelet thresholding with context modeling for image denoising. IEEE Trans. Image Process. 9(9), 1522\u20131531 (2000b). doi: 10.1109\/83.862630 .","journal-title":"IEEE Trans. Image Process"},{"key":"203_CR10","doi-asserted-by":"crossref","first-page":"1783","DOI":"10.1109\/ACCESS.2015.2485400","volume":"3","author":"YC Chen","year":"2015","unstructured":"YC Chen, VM Patel, PJ Phillips, R Chellappa, Dictionary-based face and person recognition from unconstrained video. IEEE Access. 3:, 1783\u20131798 (2015). doi: 10.1109\/ACCESS.2015.2485400 .","journal-title":"IEEE Access"},{"issue":"8","key":"203_CR11","doi-asserted-by":"crossref","first-page":"2080","DOI":"10.1109\/TIP.2007.901238","volume":"16","author":"K Dabov","year":"2007","unstructured":"K Dabov, A Foi, V Katkovnik, K Egiazarian, Image denoising by sparse 3-d transform-domain collaborative filtering. IEEE Trans. Image Process. 16(8), 2080\u20132095 (2007). doi: 10.1109\/TIP.2007.901238 .","journal-title":"IEEE Trans. Image Process"},{"issue":"12","key":"203_CR12","doi-asserted-by":"crossref","first-page":"2661","DOI":"10.1109\/TIP.2009.2029593","volume":"18","author":"CA Deledalle","year":"2009","unstructured":"CA Deledalle, L Denis, F Tupin, Iterative weighted maximum likelihood denoising with probabilistic patch-based weights. IEEE Trans. Image Process. 18(12), 2661\u20132672 (2009). doi: 10.1109\/TIP.2009.2029593 .","journal-title":"IEEE Trans. Image Process"},{"key":"203_CR13","doi-asserted-by":"crossref","unstructured":"CA Deledalle, J Salmon, A Dalalyan, in Proceedings of the British Machine Vision Conference, BMVA Press, ed. by J Hoey, S McKenna, and E Trucco. Image denoising with patch based PCA: local versus global, (2011), pp. 25.1\u201325.10. doi: 10.5244\/C.25.25 .","DOI":"10.5244\/C.25.25"},{"issue":"3","key":"203_CR14","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1109\/18.382009","volume":"41","author":"D Donoho","year":"1995","unstructured":"D Donoho, De-noising by soft-thresholding. IEEE Trans. Inf. Theory. 41(3), 613\u2013627 (1995). doi: 10.1109\/18.382009 .","journal-title":"IEEE Trans. Inf. Theory"},{"key":"203_CR15","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1093\/biomet\/81.3.425","volume":"81","author":"DL Donoho","year":"1994","unstructured":"DL Donoho, IM Johnstone, Ideal spatial adaptation by wavelet shrinkage. Biometrika. 81:, 425\u2013455 (1994).","journal-title":"Biometrika"},{"issue":"3","key":"203_CR16","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1145\/566654.566574","volume":"21","author":"F Durand","year":"2002","unstructured":"F Durand, J Dorsey, Fast bilateral filtering for the display of high-dynamic-range images. ACM Trans. Graph. 21(3), 257\u2013266 (2002). doi: 10.1145\/566654.566574 . http:\/\/doi.org\/10.1145\/566654.566574 .","journal-title":"ACM Trans. Graph"},{"key":"203_CR17","doi-asserted-by":"crossref","unstructured":"AEP Enr\u00edquez, V Ponomaryov, in 2016 International Conference on Electronics, Communications and Computers (CONIELECOMP). Image denoising using block matching and discrete cosine transform with edge restoring, (2016), pp. 140\u2013147. doi: 10.1109\/CONIELECOMP.2016.7438566 .","DOI":"10.1109\/CONIELECOMP.2016.7438566"},{"key":"203_CR18","first-page":"85","volume-title":"Advances in Image and Graphics Technologies, Communications in Computer and Information Science, vol. 363","author":"X Fei","year":"2013","unstructured":"X Fei, W Huang, K Wang, Z Wei, in Advances in Image and Graphics Technologies, Communications in Computer and Information Science, vol. 363, ed. by T Tan, Q Ruan, X Chen, H Ma, and L Wang. Patch-based image denoising with geometric structure clustering (SpringerBerlin, Heidelberg, 2013), pp. 85\u201391. doi: 10.1007\/978-3-642-37149-3 ."},{"key":"203_CR19","doi-asserted-by":"crossref","unstructured":"Y Fu, A Lam, I Sato, Y Sato, in 2015 IEEE International Conference on Computer Vision (ICCV). Adaptive spatial-spectral dictionary learning for hyperspectral image denoising, (2015), pp. 343\u2013351. doi: 10.1109\/ICCV.2015.47 .","DOI":"10.1109\/ICCV.2015.47"},{"key":"203_CR20","doi-asserted-by":"crossref","unstructured":"L Genin, F Champagnat, GL Besnerais, L Coret, in 2011 18th IEEE International Conference on Image Processing. Point object detection using a NL-means type filter, (2011), pp. 3533\u20133536. doi: 10.1109\/ICIP.2011.6116477 .","DOI":"10.1109\/ICIP.2011.6116477"},{"issue":"2","key":"203_CR21","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1109\/TIT.1982.1056457","volume":"28","author":"A Gersho","year":"1982","unstructured":"A Gersho, On the structure of vector quantizers. IEEE Trans. Inf. Theory. 28(2), 157\u2013166 (1982). doi: 10.1109\/TIT.1982.1056457 .","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"2","key":"203_CR22","doi-asserted-by":"crossref","first-page":"2379","DOI":"10.1007\/s11042-015-3169-1","volume":"76","author":"MM Ghazi","year":"2017","unstructured":"MM Ghazi, H Erdogan, Image noise level estimation based on higher-order statistics. Multimedia Tools Appl. 76(2), 2379\u20132397 (2017). doi: 10.1007\/s11042-015-3169-1 . http:\/\/dx.doi.org\/10.1007\/s11042-015-3169-1","journal-title":"Multimedia Tools Appl"},{"issue":"3","key":"203_CR23","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1007\/BF01456326","volume":"69","author":"A Haar","year":"1910","unstructured":"A Haar, Zur Theorie der orthogonalen Funktionensysteme. Math. Ann. 69(3), 331\u2013371 (1910). doi: 10.1007\/bf01456326 . http:\/\/dx.doi.org\/10.1007\/bf01456326","journal-title":"Math. Ann"},{"key":"203_CR24","volume-title":"Structural similarity optimized Wiener filter: a way to fight image noise","author":"M Hasan","year":"2015","unstructured":"M Hasan, MR El-Sakka, Structural similarity optimized Wiener filter: a way to fight image noise (Springer International Publishing, Cham, 2015). doi: 10.1007\/978-3-319-20801-5 . http:\/\/dx.doi.org\/10.1007\/978-3-319-20801-5_7"},{"key":"203_CR25","doi-asserted-by":"crossref","unstructured":"R Hedjam, RF Moghaddam, M Cheriet, in 2009 16th IEEE International Conference on Image Processing (ICIP). Markovian clustering for the non-local means image denoising, (2009), pp. 3877\u20133880. doi: 10.1109\/ICIP.2009.5414041 .","DOI":"10.1109\/ICIP.2009.5414041"},{"key":"203_CR26","doi-asserted-by":"crossref","unstructured":"A Hore, D Ziou, in Pattern Recognition (ICPR), 2010 20th International Conference on. Image quality metrics: Psnr vs. ssim, (2010), pp. 2366\u20132369. doi: 10.1109\/ICPR.2010.579 .","DOI":"10.1109\/ICPR.2010.579"},{"issue":"1","key":"203_CR27","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1109\/TMM.2013.2284759","volume":"16","author":"DA Huang","year":"2014","unstructured":"DA Huang, LW Kang, YCF Wang, CW Lin, Self-learning based image decomposition with applications to single image denoising. IEEE Trans. Multimedia. 16(1), 83\u201393 (2014). doi: 10.1109\/TMM.2013.2284759 .","journal-title":"IEEE Trans. Multimedia"},{"key":"203_CR28","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.media.2015.11.002","volume":"28","author":"P Irrera","year":"2016","unstructured":"P Irrera, I Bloch, M Delplanque, A flexible patch based approach for combined denoising and contrast enhancement of digital X-ray images. Med. Image Anal. 28:, 33\u201345 (2016). doi: 10.1016\/j.media.2015.11.002 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1361841515001681 .","journal-title":"Med. Image Anal"},{"issue":"3","key":"203_CR29","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"AK Jain","year":"1999","unstructured":"AK Jain, MN Murty, PJ Flynn, Data clustering: a review. ACM Comput. Surv. 31(3), 264\u2013323 (1999). doi: 10.1145\/331499.331504 .","journal-title":"ACM Comput. Surv"},{"key":"203_CR30","first-page":"361","volume-title":"Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics","author":"W James","year":"1961","unstructured":"W James, C Stein, in Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics. Estimation with quadratic loss (University of California PressBerkeley, 1961), pp. 361\u2013379. http:\/\/projecteuclid.org\/euclid.bsmsp\/1200512173 ."},{"issue":"5","key":"203_CR31","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1109\/TMM.2011.2159197","volume":"13","author":"LW Kang","year":"2011","unstructured":"LW Kang, CY Hsu, HW Chen, CS Lu, CY Lin, SC Pei, Feature-based sparse representation for image similarity assessment. IEEE Trans. Multimedia. 13(5), 1019\u20131030 (2011). doi: 10.1109\/TMM.2011.2159197 .","journal-title":"IEEE Trans. Multimedia"},{"key":"203_CR32","doi-asserted-by":"crossref","unstructured":"A Khan, MR El-Sakka, in Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Non-local means using adaptive weight thresholding, (2016), pp. 67\u201376. doi: 10.5220\/0005787100670076 .","DOI":"10.5220\/0005787100670076"},{"issue":"1","key":"203_CR33","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1109\/TCE.2015.7064113","volume":"61","author":"M Kim","year":"2015","unstructured":"M Kim, D Park, DK Han, H Ko, A novel approach for denoising and enhancement of extremely low-light video. IEEE Trans. Consum. Electron. 61(1), 72\u201380 (2015). doi: 10.1109\/TCE.2015.7064113 .","journal-title":"IEEE Trans. Consum. Electron"},{"key":"203_CR34","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56927-2","volume-title":"Self-Organizing Maps","author":"T Kohonen","year":"2001","unstructured":"T Kohonen, MR Schroeder, TS Huang, Self-Organizing Maps, 3rd edn. (Springer-Verlag New York, Inc., Secaucus, 2001)."},{"key":"203_CR35","doi-asserted-by":"crossref","unstructured":"R Lai, X Dou, in Image and Signal Processing (CISP), 2010 3rd International Congress on. vol 2. Improved non-local means filtering algorithm for image denoising, (2010), pp. 720\u2013722. doi: 10.1109\/CISP.2010.5646842 .","DOI":"10.1109\/CISP.2010.5646842"},{"issue":"2","key":"203_CR36","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/0734-189X(83)90047-6","volume":"24","author":"JS Lee","year":"1983","unstructured":"JS Lee, Digital image smoothing and the sigma filter. Comput. Vis. Graph. Image Proc. 24(2), 255\u2013269 (1983). doi: 10.1016\/0734-189X(83)90047-6 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/0734189X83900476 .","journal-title":"Comput. Vis. Graph. Image Proc"},{"key":"203_CR37","doi-asserted-by":"crossref","unstructured":"C Liu, WT Freeman, R Szeliski, SB Kang, in 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR\u201906). vol 1. Noise estimation from a single image, (2006), pp. 901\u2013908. doi: 10.1109\/CVPR.2006.207 .","DOI":"10.1109\/CVPR.2006.207"},{"key":"203_CR38","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1007\/978-3-540-30497-5_168","volume-title":"Proceedings of the First international conference on Computational and Information Science","author":"YS Liu","year":"2004","unstructured":"YS Liu, PQ Yu, JH Yong, H Zhang, JG Sun, in Proceedings of the First international conference on Computational and Information Science. Bilateral filter for meshes using new predictor (Springer-VerlagBerlin, Heidelberg, CIS\u201904, 2004), pp. 1093\u20131099. doi: http:\/\/dx.doi.org\/10.1007\/978-3-540-30497-5_168 ."},{"key":"203_CR39","unstructured":"J MacQueen, in Proc. Fifth Berkeley Symp. on Math. Statist. and Prob., Univ. of Calif. Press. vol 1. Some methods for classification and analysis of multivariate observations, (1967), pp. 281\u2013297."},{"issue":"1","key":"203_CR40","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1137\/070697653","volume":"7","author":"J Mairal","year":"2008","unstructured":"J Mairal, G Sapiro, M Elad, Learning multiscale sparse representations for image and video restoration. Multiscale Model. Simul. 7(1), 214\u2013241 (2008). doi: 10.1137\/070697653 . http:\/\/dx.doi.org\/10.1137\/070697653","journal-title":"Multiscale Model. Simul"},{"key":"203_CR41","doi-asserted-by":"crossref","unstructured":"J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman, in Computer Vision, 2009 IEEE 12th International Conference on. Non-local sparse models for image restoration, (2009), pp. 2272\u20132279. doi: 10.1109\/ICCV.2009.5459452 .","DOI":"10.1109\/ICCV.2009.5459452"},{"key":"203_CR42","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to Information Retrieval","author":"CD Manning","year":"2008","unstructured":"CD Manning, P Raghavan, H Sch\u00fctze, Introduction to Information Retrieval (Cambridge University Press, New York, 2008). http:\/\/dl.acm.org\/citation.cfm?id=1394399 ."},{"key":"203_CR43","volume-title":"Improved non-local means algorithm based on dimensionality reduction","author":"GM Maruf","year":"2015","unstructured":"GM Maruf, MR El-Sakka, Improved non-local means algorithm based on dimensionality reduction (Springer International Publishing, Cham, 2015). doi: 10.1007\/978-3-319-20801-5 ."},{"key":"203_CR44","doi-asserted-by":"crossref","unstructured":"D Muresan, T Parks, in Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on. vol 1. Adaptive principal components and image denoising, (2003), pp. I-101\u20134. doi: 10.1109\/ICIP.2003.1246908 .","DOI":"10.1109\/ICIP.2003.1246908"},{"issue":"6583","key":"203_CR45","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1038\/381607a0","volume":"381","author":"BA Olshausen","year":"1996","unstructured":"BA Olshausen, DJ Field, Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature. 381(6583), 607\u2013609 (1996). doi: 10.1038\/381607a0 .","journal-title":"Nature"},{"key":"203_CR46","first-page":"20","volume":"3","author":"S Pal","year":"2011","unstructured":"S Pal, R Mahakud, M Sahoo, PCA based image denoising using LPG. IJCA Spec. Issue 2nd Natl. Conf Comput. Commun. Sens. Netw. (CCSN). 3:, 20\u201325 (2011). Published by Foundation of Computer Science, New York, USA.","journal-title":"Conf Comput. Commun. Sens. Netw. (CCSN)"},{"issue":"1","key":"203_CR47","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1109\/TIP.2015.2499698","volume":"25","author":"V Papyan","year":"2016","unstructured":"V Papyan, M Elad, Multi-scale patch-based image restoration. IEEE Trans. Image Process. 25(1), 249\u2013261 (2016). doi: 10.1109\/TIP.2015.2499698 .","journal-title":"IEEE Trans. Image Process"},{"issue":"7","key":"203_CR48","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1109\/34.56205","volume":"12","author":"P Perona","year":"1990","unstructured":"P Perona, J Malik, Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern. Anal. Mach. Intell. 12(7), 629\u2013639 (1990). doi: 10.1109\/34.56205 .","journal-title":"IEEE Trans. Pattern. Anal. Mach. Intell"},{"key":"203_CR49","unstructured":"G Peyr\u00e9, J Fadili, in Proc. of Sampta\u201911. Learning analysis sparsity priors, (2011). http:\/\/hal.archives-ouvertes.fr\/hal-00542016 ."},{"key":"203_CR50","doi-asserted-by":"crossref","unstructured":"T Pham, L van Vliet, in Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on. Separable bilateral filtering for fast video preprocessing. pp 4 pp.\u2013, (2005). doi: 10.1109\/ICME.2005.1521458 .","DOI":"10.1109\/ICME.2005.1521458"},{"issue":"3","key":"203_CR51","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1007\/s00440-005-0464-1","volume":"135","author":"J Polzehl","year":"2006","unstructured":"J Polzehl, V Spokoiny, Propagation-separation approach for local likelihood estimation. Probab. Theory Related Fields. 135(3), 335\u2013362 (2006). doi: 10.1007\/s00440-005-0464-1 .","journal-title":"Probab. Theory Related Fields"},{"key":"203_CR52","unstructured":"J Polzehl, K Tabelow, Adaptive smoothing of digital images: the R package adimpro. J. Stat. Softw (2007). http:\/\/www.jstatsoft.org\/article\/view\/v019i01 ."},{"issue":"4","key":"203_CR53","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/79.91217","volume":"8","author":"O Rioul","year":"1991","unstructured":"O Rioul, M Vetterli, Wavelets and signal processing. IEEE Signal Proc. Mag. 8(4), 14\u201338 (1991). doi: 10.1109\/79.91217 .","journal-title":"IEEE Signal Proc. Mag"},{"key":"203_CR54","doi-asserted-by":"crossref","unstructured":"Z Shi, B Xu, X Zheng, M Zhao, A chinese character structure preserved denoising method for chinese tablet calligraphy document images based on ksvd dictionary learning. Multimedia Tools Appl, 1\u201316 (2016). doi: 10.1007\/s11042-016-4284-3 . http:\/\/dx.doi.org\/10.1007\/s11042-016-4284-3","DOI":"10.1007\/s11042-016-4284-3"},{"key":"203_CR55","doi-asserted-by":"crossref","unstructured":"K Suwabe, M Onuki, Y Iizuka, Y Tanaka, in 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP). Globalized BM3D using fast eigenvalue filtering, (2015), pp. 438\u2013442. doi: 10.1109\/GlobalSIP.2015.7418233 .","DOI":"10.1109\/GlobalSIP.2015.7418233"},{"key":"203_CR56","doi-asserted-by":"crossref","unstructured":"SC Tai, SM Yang, in 2008 3rd International Symposium on Communications, Control and Signal Processing. A fast method for image noise estimation using Laplacian operator and adaptive edge detection, (2008), pp. 1077\u20131081. doi: 10.1109\/ISCCSP.2008.4537384 .","DOI":"10.1109\/ISCCSP.2008.4537384"},{"key":"203_CR57","doi-asserted-by":"crossref","unstructured":"Y Tian, Z Wang, in Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on. An adaptive orthogonal matching pursuit algorithm based on redundancy dictionary, (2013), pp. 578\u2013582. doi: 10.1109\/FSKD.2013.6816263 .","DOI":"10.1109\/FSKD.2013.6816263"},{"key":"203_CR58","doi-asserted-by":"crossref","unstructured":"C Tomasi, R Manduchi, in Computer Vision, 1998. Sixth International Conference on. Bilateral filtering for gray and color images, (1998), pp. 839\u2013846. doi: 10.1109\/ICCV.1998.710815 .","DOI":"10.1109\/ICCV.1998.710815"},{"issue":"3","key":"203_CR59","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1023\/A:1017501703105","volume":"109","author":"P Tseng","year":"2001","unstructured":"P Tseng, Convergence of a block coordinate descent method for nondifferentiable minimization. J. Optim. Theory Appl. 109(3), 475\u2013494 (2001). doi: 10.1023\/A:1017501703105 .","journal-title":"J. Optim. Theory Appl"},{"issue":"4","key":"203_CR60","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Z Wang, A Bovik, H Sheikh, E Simoncelli, Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600\u2013612 (2004). doi: 10.1109\/TIP.2003.819861 .","journal-title":"IEEE Trans. Image Process"},{"issue":"3","key":"203_CR61","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1145\/1141911.1141918","volume":"25","author":"B Weiss","year":"2006","unstructured":"B Weiss, Fast median and bilateral filtering. ACM Trans. Graph. 25(3), 519\u2013526 (2006). doi: 10.1145\/1141911.1141918 . http:\/\/doi.acm.org\/10.1145\/1141911.1141918 .","journal-title":"ACM Trans. Graph"},{"key":"203_CR62","doi-asserted-by":"crossref","unstructured":"N Wiener, Extrapolation, Interpolation, and Smoothing of Stationary Time Series (The MIT Press, 1964). http:\/\/dl.acm.org\/citation.cfm?id=1097023 .","DOI":"10.7551\/mitpress\/2946.001.0001"},{"issue":"4","key":"203_CR63","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1109\/LSP.2013.2247755","volume":"20","author":"Y Wu","year":"2013","unstructured":"Y Wu, B Tracey, P Natarajan, JP Noonan, James\u2013Stein type center pixel weights for non-local means image denoising. IEEE Signal Process. Lett. 20(4), 411\u2013414 (2013). doi: 10.1109\/LSP.2013.2247755 .","journal-title":"IEEE Signal Process. Lett"},{"issue":"7","key":"203_CR64","doi-asserted-by":"crossref","first-page":"4079","DOI":"10.1109\/TGRS.2016.2536648","volume":"54","author":"B Xu","year":"2016","unstructured":"B Xu, Y Cui, B Zuo, J Yang, J Song, Polarimetric SAR image filtering based on patch ordering and simultaneous sparse coding. IEEE Trans. Geosci. Remote Sens. 54(7), 4079\u20134093 (2016). doi: 10.1109\/TGRS.2016.2536648 .","journal-title":"IEEE Trans. Geosci. Remote Sens"},{"issue":"1","key":"203_CR65","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1109\/JBHI.2014.2305445","volume":"19","author":"J Xu","year":"2015","unstructured":"J Xu, J Hu, X Jia, A multistaged automatic restoration of noisy microscopy cell images. IEEE Journal of Biomedical and Health Informatics. 19(1), 367\u2013376 (2015). doi: 10.1109\/JBHI.2014.2305445 .","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"203_CR66","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1016\/j.sigpro.2013.12.019","volume":"103","author":"Y Zhan","year":"2014","unstructured":"Y Zhan, M Ding, L Wu, X Zhang, Nonlocal means method using weight refining for despeckling of ultrasound images. Signal Process. 103:, 201\u2013213 (2014). doi: 10.1016\/j.sigpro.2013.12.019 10.1016\/j.sigpro.2013.12.019 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165168413005070 . Image Restoration and Enhancement: Recent Advances and Applications.","journal-title":"Signal Process"},{"issue":"4","key":"203_CR67","doi-asserted-by":"crossref","first-page":"1531","DOI":"10.1016\/j.patcog.2009.09.023","volume":"43","author":"L Zhang","year":"2010","unstructured":"L Zhang, W Dong, D Zhang, G Shi, Two-stage image denoising by principal component analysis with local pixel grouping. Pattern Recogn. 43(4), 1531\u20131549 (2010). doi: 10.1016\/j.patcog.2009.09.023 .","journal-title":"Pattern Recogn"},{"key":"203_CR68","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.ins.2013.08.002","volume":"259","author":"Y Zhang","year":"2014","unstructured":"Y Zhang, J Liu, M Li, Z Guo, Joint image denoising using adaptive principal component analysis and self-similarity. Inf. Sci. 259:, 128\u2013141 (2014). http:\/\/dx.doi.org\/10.1016\/j.ins.2013.08.002 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025513005458 .","journal-title":"Inf. Sci"},{"issue":"7","key":"203_CR69","doi-asserted-by":"crossref","first-page":"4198","DOI":"10.1109\/TGRS.2013.2280278","volume":"52","author":"H Zhong","year":"2014","unstructured":"H Zhong, J Zhang, G Liu, Robust polarimetric SAR despeckling based on nonlocal means and distributed lee filter. IEEE Trans. Geosci. Remote Sens. 52(7), 4198\u20134210 (2014). doi: 10.1109\/TGRS.2013.2280278 .","journal-title":"IEEE Trans. Geosci. Remote Sens"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-017-0203-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13640-017-0203-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-017-0203-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,2]],"date-time":"2019-10-02T15:20:47Z","timestamp":1570029647000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-017-0203-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,24]]},"references-count":69,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["203"],"URL":"https:\/\/doi.org\/10.1186\/s13640-017-0203-4","relation":{},"ISSN":["1687-5281"],"issn-type":[{"value":"1687-5281","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,8,24]]},"article-number":"58"}}