{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:12:22Z","timestamp":1761581542726},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2017,4,1]],"date-time":"2017-04-01T00:00:00Z","timestamp":1491004800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1007\/s11042-017-4618-9","type":"journal-article","created":{"date-parts":[[2017,4,1]],"date-time":"2017-04-01T09:43:42Z","timestamp":1491039822000},"page":"7013-7031","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Combined ripplet and total variation image denoising methods using twin support vector machines"],"prefix":"10.1007","volume":"77","author":[{"given":"Hamid Reza","family":"Shahdoosti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seyede Mahya","family":"Hazavei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,1]]},"reference":[{"issue":"12","key":"4618_CR1","doi-asserted-by":"crossref","first-page":"2024","DOI":"10.1109\/TIP.2005.859385","volume":"14","author":"EJ Balster","year":"2005","unstructured":"Balster EJ, Zheng YF, Ewing RL (2005) Feature-based wavelet shrinkage algorithm for image denoising. IEEE Trans Image Process 14(12):2024\u20132039","journal-title":"IEEE Trans Image Process"},{"issue":"6","key":"4618_CR2","doi-asserted-by":"crossref","first-page":"844","DOI":"10.1109\/TPAMI.2002.1008390","volume":"24","author":"D Barash","year":"2002","unstructured":"Barash D (2002) Fundamental relationship between bilateral filtering, adaptive smoothing, and the nonlinear diffusion equation. IEEE Trans Pattern Anal Mach Intell 24(6):844\u2013847","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"11","key":"4618_CR3","doi-asserted-by":"crossref","first-page":"2451","DOI":"10.1109\/TIP.2009.2028254","volume":"18","author":"A Barbu","year":"2009","unstructured":"Barbu A (2009) Training an active random field for real-time image denoising. IEEE Trans Image Process 18(11):2451\u20132462","journal-title":"IEEE Trans Image Process"},{"issue":"7","key":"4618_CR4","doi-asserted-by":"crossref","first-page":"1083","DOI":"10.1109\/TIP.2008.924281","volume":"17","author":"T Brox","year":"2008","unstructured":"Brox T, Kleinschmidt O, Cremers D (2008) Efficient nonlocal means for denoising of textural patterns. IEEE Trans Image Process 17(7):1083\u20131092","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"4618_CR5","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1137\/040616024","volume":"4","author":"A Buades","year":"2005","unstructured":"Buades A, Coll B, Morel JM (2005) A review of image denoising algorithms, with a new one. Multiscale Model Simul 4(2):490\u2013530","journal-title":"Multiscale Model Simul"},{"issue":"1","key":"4618_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00211-006-0029-y","volume":"105","author":"A Buades","year":"2006","unstructured":"Buades A, Coll B, Morel JM (2006) Neighborhood filters and PDE\u2019s. Numer Math 105(1):1\u201334","journal-title":"Numer Math"},{"key":"4618_CR7","volume-title":"Curvelets: a surprisingly effective nonadaptive representation for objects with edges","author":"EJ Candes","year":"2000","unstructured":"Candes EJ, Donoho DL (2000) Curvelets: a surprisingly effective nonadaptive representation for objects with edges. Stanford Univ Ca Dept of Statistics, Nashville"},{"issue":"3","key":"4618_CR8","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1137\/05064182X","volume":"5","author":"E Candes","year":"2006","unstructured":"Candes E, Demanet L, Donoho D, Ying L (2006) Fast discrete curvelet transforms. Multiscale Model Simul 5(3):861\u2013899","journal-title":"Multiscale Model Simul"},{"issue":"23","key":"4618_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1049\/el:20046567","volume":"40","author":"H Cheng","year":"2004","unstructured":"Cheng H, Tian JW, Liu J, Yu QZ (2004) Wavelet domain image denoising via support vector regression. Electron Lett 40(23):1","journal-title":"Electron Lett"},{"issue":"1","key":"4618_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1006\/acha.2000.0299","volume":"9","author":"RR Coifman","year":"2000","unstructured":"Coifman RR, Sowa A (2000) Combining the calculus of variations and wavelets for image enhancement. Appl Comput Harmon Anal 9(1):1\u201318","journal-title":"Appl Comput Harmon Anal"},{"issue":"8","key":"4618_CR11","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 (2007) Image denoising by sparse 3-D transform-domain collaborative filtering. IEEE Trans Image Process 16(8):2080\u20132095","journal-title":"IEEE Trans Image Process"},{"key":"4618_CR12","doi-asserted-by":"crossref","unstructured":"Dixit AA, Phadke AC (2013). Image de-noising by non-local means algorithm. In: Signal Processing Image Processing & Pattern Recognition (ICSIPR), 2013 International Conference on. IEEE, 275\u2013277","DOI":"10.1109\/ICSIPR.2013.6497937"},{"issue":"5","key":"4618_CR13","doi-asserted-by":"crossref","first-page":"1754","DOI":"10.1137\/S1064827501397792","volume":"24","author":"S Durand","year":"2003","unstructured":"Durand S, Froment J (2003) Reconstruction of wavelet coefficients using total variation minimization. SIAM J Sci Comput 24(5):1754\u20131767","journal-title":"SIAM J Sci Comput"},{"issue":"1","key":"4618_CR14","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.acha.2007.09.003","volume":"25","author":"G Easley","year":"2008","unstructured":"Easley G, Labate D, Lim WQ (2008) Sparse directional image representations using the discrete shearlet transform. Appl Comput Harmon Anal 25(1):25\u201346","journal-title":"Appl Comput Harmon Anal"},{"issue":"2","key":"4618_CR15","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1109\/TIP.2008.2008070","volume":"18","author":"GR Easley","year":"2009","unstructured":"Easley GR, Labate D, Colonna F (2009) Shearlet-based total variation diffusion for denoising. IEEE Trans Image Process 18(2):260\u2013268","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"4618_CR16","doi-asserted-by":"crossref","first-page":"3736","DOI":"10.1109\/TIP.2006.881969","volume":"15","author":"M Elad","year":"2006","unstructured":"Elad M, Aharon M (2006) Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans Image Process 15(12):3736\u20133745","journal-title":"IEEE Trans Image Process"},{"key":"4618_CR17","first-page":"1","volume":"75","author":"P Geng","year":"2014","unstructured":"Geng P, Huang M, Liu S, Feng J, Bao P (2014) Multifocus image fusion method of Ripplet transform based on cycle spinning. Multimedia Tools Appl 75:1\u201311","journal-title":"Multimedia Tools Appl"},{"issue":"3","key":"4618_CR18","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1109\/LGRS.2014.2347955","volume":"12","author":"M Ghahremani","year":"2015","unstructured":"Ghahremani M, Ghassemian H (2015) Remote sensing image fusion using ripplet transform and compressed sensing. IEEE Geosci Remote Sens Lett 12(3):502\u2013506","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"4618_CR19","unstructured":"Gilboa G, Sochen N, Zeevi YY (2003). Texture preserving variational denoising using an adaptive fidelity term. In: Proc VLsM (Vol. 3)"},{"issue":"23","key":"4618_CR20","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1016\/j.ipl.2009.09.007","volume":"109","author":"Z Ji","year":"2009","unstructured":"Ji Z, Chen Q, Sun QS, Xia DS (2009) A moment-based nonlocal-means algorithm for image denoising. Inf Process Lett 109(23):1238\u20131244","journal-title":"Inf Process Lett"},{"issue":"6","key":"4618_CR21","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1016\/j.dsp.2012.06.012","volume":"22","author":"L Jin","year":"2012","unstructured":"Jin L, Xiong C, Liu H (2012) Improved bilateral filter for suppressing mixed noise in color images. Digit Signal Proc 22(6):903\u2013912","journal-title":"Digit Signal Proc"},{"issue":"2","key":"4618_CR22","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/0734-189X(83)90047-6","volume":"24","author":"JS Lee","year":"1983","unstructured":"Lee JS (1983) Digital image smoothing and the sigma filter. Comput Vis, Graph, Image Proc 24(2):255\u2013269","journal-title":"Comput Vis, Graph, Image Proc"},{"issue":"9","key":"4618_CR23","doi-asserted-by":"crossref","first-page":"2198","DOI":"10.1109\/TIP.2007.902333","volume":"16","author":"J Ma","year":"2007","unstructured":"Ma J, Plonka G (2007) Combined curvelet shrinkage and nonlinear anisotropic diffusion. IEEE Trans Image Process 16(9):2198\u20132206","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"4618_CR24","doi-asserted-by":"crossref","first-page":"839","DOI":"10.1109\/LSP.2005.859509","volume":"12","author":"M Mahmoudi","year":"2005","unstructured":"Mahmoudi M, Sapiro G (2005) Fast image and video denoising via nonlocal means of similar neighborhoods. IEEE Signal Proc Lett 12(12):839\u2013842","journal-title":"IEEE Signal Proc Lett"},{"issue":"2","key":"4618_CR25","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1109\/TGRS.2011.2161586","volume":"50","author":"S Parrilli","year":"2012","unstructured":"Parrilli S, Poderico M, Angelino CV, Verdoliva L (2012) A nonlocal SAR image denoising algorithm based on LLMMSE wavelet shrinkage. IEEE Trans Geosci Remote Sens 50(2):606\u2013616","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"10","key":"4618_CR26","doi-asserted-by":"crossref","first-page":"2851","DOI":"10.1016\/j.sigpro.2010.04.009","volume":"90","author":"P Qiu","year":"2010","unstructured":"Qiu P, Mukherjee PS (2010) Edge structure preserving image denoising. Signal Process 90(10):2851\u20132862","journal-title":"Signal Process"},{"issue":"1","key":"4618_CR27","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/0167-2789(92)90242-F","volume":"60","author":"LI Rudin","year":"1992","unstructured":"Rudin LI, Osher S, Fatemi E (1992) Nonlinear total variation based noise removal algorithms. Phys D: Nonlinear Phenom 60(1):259\u2013268","journal-title":"Phys D: Nonlinear Phenom"},{"issue":"6","key":"4618_CR28","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.1007\/s11760-016-0862-0","volume":"10","author":"HR Shahdoosti","year":"2016","unstructured":"Shahdoosti HR, Khayat O (2016) Image denoising using sparse representation classification and non-subsampled shearlet transform. SIViP 10(6):1081\u20131087","journal-title":"SIViP"},{"issue":"6","key":"4618_CR29","doi-asserted-by":"crossref","first-page":"3087","DOI":"10.3233\/IFS-152035","volume":"30","author":"HR Shahdoosti","year":"2016","unstructured":"Shahdoosti HR, Khayat O (2016) Combination of anisotropic diffusion and non-subsampled shearlet transform for image denoising. J Intell Fuzzy Syst 30(6):3087\u20133098","journal-title":"J Intell Fuzzy Syst"},{"issue":"1","key":"4618_CR30","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1023\/A:1007963824710","volume":"23","author":"SM Smith","year":"1997","unstructured":"Smith SM, Brady JM (1997) SUSAN\u2014a new approach to low level image processing. Int J Comput Vis 23(1):45\u201378","journal-title":"Int J Comput Vis"},{"issue":"2","key":"4618_CR31","doi-asserted-by":"crossref","first-page":"686","DOI":"10.1137\/S0036142903422429","volume":"42","author":"G Steidl","year":"2004","unstructured":"Steidl G, Weickert J, Brox T, Mr\u00e1zek P, Welk M (2004) On the equivalence of soft wavelet shrinkage, total variation diffusion, total variation regularization, and SIDEs. SIAM J Numer Anal 42(2):686\u2013713","journal-title":"SIAM J Numer Anal"},{"key":"4618_CR32","doi-asserted-by":"crossref","unstructured":"Tappen MF, Liu C, Adelson EH, Freeman WT (2007) Learning gaussian conditional random fields for low-level vision. In: 2007 I.E. Conference on Computer Vision and Pattern Recognition. IEEE, pp 1\u20138","DOI":"10.1109\/CVPR.2007.382979"},{"key":"4618_CR33","doi-asserted-by":"crossref","unstructured":"Tomasi C, Manduchi R (1998) Bilateral filtering for gray and color images. In: Computer Vision, 1998. Sixth International Conference on, IEEE, pp 839\u2013846","DOI":"10.1109\/ICCV.1998.710815"},{"key":"4618_CR34","volume-title":"Statistical learning theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik VN, Vapnik V (1998) Statistical learning theory, vol 1. Wiley, New York"},{"issue":"10","key":"4618_CR35","doi-asserted-by":"crossref","first-page":"7040","DOI":"10.1016\/j.eswa.2010.03.014","volume":"37","author":"XY Wang","year":"2010","unstructured":"Wang XY, Yang HY, Fu ZK (2010) A new wavelet-based image denoising using undecimated discrete wavelet transform and least squares support vector machine. Expert Syst Appl 37(10):7040\u20137049","journal-title":"Expert Syst Appl"},{"key":"4618_CR36","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ins.2013.05.028","volume":"246","author":"XY Wang","year":"2013","unstructured":"Wang XY, Yang HY, Zhang Y, Fu ZK (2013) Image denoising using SVM classification in nonsubsampled contourlet transform domain. Inf Sci 246:155\u2013176","journal-title":"Inf Sci"},{"issue":"7","key":"4618_CR37","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1016\/j.jvcir.2010.04.002","volume":"21","author":"J Xu","year":"2010","unstructured":"Xu J, Yang L, Wu D (2010) Ripplet: a new transform for image processing. J Vis Commun Image Represent 21(7):627\u2013639","journal-title":"J Vis Commun Image Represent"},{"key":"4618_CR38","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.neunet.2014.06.007","volume":"57","author":"HY Yang","year":"2014","unstructured":"Yang HY, Wang XY, Niu PP, Liu YC (2014) Image denoising using nonsubsampled shearlet transform and twin support vector machines. Neural Netw 57:152\u2013165","journal-title":"Neural Netw"},{"key":"4618_CR39","unstructured":"Yaroslavsky, L., 2012. Digital picture processing: an introduction, (Vol. 9). Springer Science & Business Media, berlin"},{"issue":"12","key":"4618_CR40","doi-asserted-by":"crossref","first-page":"2324","DOI":"10.1109\/TIP.2008.2006658","volume":"17","author":"M Zhang","year":"2008","unstructured":"Zhang M, Gunturk BK (2008) Multiresolution bilateral filtering for image denoising. IEEE Trans Image Process 17(12):2324\u20132333","journal-title":"IEEE Trans Image Process"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4618-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4618-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4618-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,3,19]],"date-time":"2018-03-19T12:15:26Z","timestamp":1521461726000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4618-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4,1]]},"references-count":40,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2018,3]]}},"alternative-id":["4618"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4618-9","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,4,1]]}}}