{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T14:19:34Z","timestamp":1778509174850,"version":"3.51.4"},"reference-count":77,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2015,12,16]],"date-time":"2015-12-16T00:00:00Z","timestamp":1450224000000},"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":["Artif Intell Rev"],"published-print":{"date-parts":[[2016,4]]},"DOI":"10.1007\/s10462-015-9453-7","type":"journal-article","created":{"date-parts":[[2015,12,16]],"date-time":"2015-12-16T13:52:43Z","timestamp":1450273963000},"page":"509-533","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Performance evaluation of wavelet, ridgelet, curvelet and contourlet transforms based techniques for digital image denoising"],"prefix":"10.1007","volume":"45","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9563-9514","authenticated-orcid":false,"given":"Vipin Milind","family":"Kamble","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pallavi","family":"Parlewar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Avinash G.","family":"Keskar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kishor M.","family":"Bhurchandi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,12,16]]},"reference":[{"key":"9453_CR1","unstructured":"Alparone L, Baronti S, Garzelli A, Nencini F (2006) The curvelet transform for fusion of very-high resolution multi-spectral and panchromatic images. In: Proceedings of the 25th EARSeL symposium, Porto, Portugal, Millpress Science Publishers, Netherlands"},{"key":"9453_CR2","doi-asserted-by":"crossref","first-page":"1205","DOI":"10.1155\/ASP.2005.1205","volume":"2005","author":"E Bala","year":"2005","unstructured":"Bala E, Ert\u00fcz\u00fcn A (2005) A multivariate thresholding technique for image denoising using multiwavelets EURASIP. J Appl Signal Process 2005:1205\u20131211","journal-title":"J Appl Signal Process"},{"key":"9453_CR3","doi-asserted-by":"crossref","unstructured":"Bo C, Zexun G, Yang Y, Tianshuang S (2007) Dual-tree Complex Wavelets Transforms for Image Denoising. In: Eighth ACIS international conference on software engineering, artificial intelligence, networking, and parallel\/distributed computing, Qingdao, China, IEEE, pp 70\u201374","DOI":"10.1109\/SNPD.2007.202"},{"key":"9453_CR4","volume-title":"Digital signal and image processing","author":"T Bose","year":"2004","unstructured":"Bose T (2004) Digital signal and image processing. Wiley, London"},{"key":"9453_CR5","unstructured":"Buades A, Coll B, Morel JM (2004) On image denoising methods. Technical Note, CMLA (Centre de Mathematiques et de Leurs Applications)"},{"key":"9453_CR6","doi-asserted-by":"crossref","unstructured":"Buades A, Coll B, Morel JM (2005a) Image denoising by non-local averaging. In: Proceedings of IEEE international conference of acoustics, speech end signal processing, pp 25\u201328","DOI":"10.1109\/ICASSP.2005.1415332"},{"key":"9453_CR7","doi-asserted-by":"crossref","unstructured":"Buades A, Coll B, Morel JM (2005b) A Non-local Algorithm for Image Denoising. In: IEEE computer society conference on computer vision and pattern recognition, CVPR, IEEE, pp 60\u201365","DOI":"10.1109\/CVPR.2005.38"},{"key":"9453_CR8","volume-title":"Ridgelets: theory and applications","author":"EJ Candes","year":"1998","unstructured":"Candes EJ (1998) Ridgelets: theory and applications. Stanford University, Stanford"},{"key":"9453_CR9","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1006\/jath.2001.3624","volume":"113","author":"EJ Cand\u00e8s","year":"2001","unstructured":"Cand\u00e8s EJ, Donoho DL (2001) Curvelets and curvilinear integrals. J Approx Theory 113:59\u201390","journal-title":"J Approx Theory"},{"key":"9453_CR10","doi-asserted-by":"crossref","first-page":"2165","DOI":"10.1016\/j.sigpro.2004.07.009","volume":"84","author":"P Carre","year":"2004","unstructured":"Carre P, Andres E (2004) Discrete analytical ridgelet transform. Signal Process 84:2165\u20132173","journal-title":"Signal Process"},{"key":"9453_CR11","volume-title":"Digital image processing","author":"KR Castleman","year":"1996","unstructured":"Castleman KR (1996) Digital image processing. Prentice-Hall Inc., Englewood Cliffs"},{"key":"9453_CR12","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1016\/S0923-5965(03)00023-7","volume":"18","author":"MU Celik","year":"2003","unstructured":"Celik MU, Sharma G, Tekalp AM (2003) Gray-level-embedded lossless image compression. Signal Process Image Commun 18:443\u2013454","journal-title":"Signal Process Image Commun"},{"key":"9453_CR13","doi-asserted-by":"crossref","first-page":"1532","DOI":"10.1109\/83.862633","volume":"9","author":"SG Chang","year":"2000","unstructured":"Chang SG, Yu B, Vetterli M (2000a) Adaptive wavelet thresholding for image denoising and compression. IEEE Trans Image Process 9:1532\u20131546","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR14","doi-asserted-by":"crossref","first-page":"1631","DOI":"10.1109\/83.862646","volume":"9","author":"SG Chang","year":"2000","unstructured":"Chang SG, Yu B, Vetterli M (2000b) Wavelet thresholding for multiple noisy image copies. IEEE Trans Image Process 9:1631\u20131635","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR15","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1016\/j.patcog.2006.04.039","volume":"40","author":"GY Chen","year":"2007","unstructured":"Chen GY, K\u00e9gl B (2007) Image denoising with complex ridgelets. Pattern Recognit 40:578\u2013585","journal-title":"Pattern Recognit"},{"key":"9453_CR16","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1109\/78.668544","volume":"46","author":"MS Crouse","year":"1998","unstructured":"Crouse MS, Nowak RD, Baraniuk RG (1998) Wavelet-based statistical signal processing using hidden Markov models. IEEE Trans Signal Process 46:886\u2013902","journal-title":"IEEE Trans Signal Process"},{"key":"9453_CR17","doi-asserted-by":"crossref","first-page":"3089","DOI":"10.1109\/TIP.2006.877507","volume":"15","author":"AL Cunha da","year":"2006","unstructured":"da Cunha AL, Zhou J, Do MN (2006) The nonsubsampled contourlet transform: theory, design, and applications. IEEE Trans Image Process 15:3089\u20133101","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR18","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 16:2080\u20132095","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR19","doi-asserted-by":"crossref","first-page":"909","DOI":"10.1002\/cpa.3160410705","volume":"41","author":"I Daubechies","year":"1988","unstructured":"Daubechies I (1988) Orthonormal bases of compactly supported wavelets. Commun Pure Appl Math 41:909\u2013996","journal-title":"Commun Pure Appl Math"},{"key":"9453_CR20","doi-asserted-by":"crossref","unstructured":"Do MN, Vetterli M (2000) Orthonormal finite ridgelet transform for image compression. In: International conference on image processing, Vancouver, BC, Canada, IEEE, pp 367\u2013370","DOI":"10.1109\/ICIP.2000.899394"},{"key":"9453_CR21","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1109\/TIP.2002.806252","volume":"12","author":"MN Do","year":"2003","unstructured":"Do MN, Vetterli M (2003) The finite ridgelet transform for image representation. IEEE Trans Image Process 12:16\u201328","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR22","doi-asserted-by":"crossref","first-page":"2091","DOI":"10.1109\/TIP.2005.859376","volume":"14","author":"MN Do","year":"2005","unstructured":"Do MN, Vetterli M (2005) The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans Image Process 14:2091\u20132106","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR23","unstructured":"Donoho D (1998) Digital ridgelet transform via rectopolar coordinate transform Stanford University, Stanford, CA, Technical Report, 12:854\u2013865"},{"key":"9453_CR24","doi-asserted-by":"crossref","unstructured":"Donoho DL (1993) Nonlinear wavelet methods for recovery of signals, densities, and spectra from indirect and noisy data. In: Proceedings of symposia in applied mathematics. American Mathematical Society, Providence, pp 173\u2013205","DOI":"10.1090\/psapm\/047\/1268002"},{"key":"9453_CR25","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1109\/18.382009","volume":"41","author":"DL Donoho","year":"1995","unstructured":"Donoho DL (1995) De-noising by soft-thresholding. IEEE Trans Inf Theory 41:613\u2013627","journal-title":"IEEE Trans Inf Theory"},{"key":"9453_CR26","doi-asserted-by":"crossref","first-page":"1062","DOI":"10.1137\/S0036141098344403","volume":"31","author":"DL Donoho","year":"2000","unstructured":"Donoho DL (2000) Orthonormal ridgelets and linear singularities. SIAM J Math Anal 31:1062\u20131099","journal-title":"SIAM J Math Anal"},{"key":"9453_CR27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S1570-579X(03)80029-0","volume":"10","author":"DL Donoho","year":"2003","unstructured":"Donoho DL, Flesia AG (2003) Digital ridgelet transform based on true ridge functions. Stud Comput Math 10:1\u201330","journal-title":"Stud Comput Math"},{"key":"9453_CR28","first-page":"425","volume":"81","author":"DL Donoho","year":"1994","unstructured":"Donoho DL, Johnstone JM (1994) Ideal spatial adaptation by wavelet shrinkage. Biom 81:425\u2013455","journal-title":"Biom"},{"key":"9453_CR29","doi-asserted-by":"crossref","first-page":"2495","DOI":"10.1098\/rsta.1999.0444","volume":"357","author":"EJ Cand\u00e8s","year":"1999","unstructured":"Cand\u00e8s EJ, Donoho DL (1999) Ridgelets: a key to higher-dimensional intermittency? Philos Trans R Soc Lond Ser A Math Phys Eng Sci 357:2495\u20132509","journal-title":"Philos Trans R Soc Lond Ser A Math Phys Eng Sci"},{"key":"9453_CR30","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 18:260\u2013268","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR31","doi-asserted-by":"crossref","unstructured":"Eslami R, Radha H (2004) Wavelet-based contourlet transform and its application to image coding. In: International conference on image processing, ICIP, Singapore, IEEE, pp 3189\u20133192","DOI":"10.1109\/ICIP.2004.1421791"},{"key":"9453_CR32","first-page":"155","volume":"6","author":"I Firoiu","year":"2010","unstructured":"Firoiu I, Isar A, Isar D (2010) A Bayesian approach of wavelet based image denoising in a hyperanalytic multi-wavelet context. WSEAS Trans Signal Process 6:155\u2013164","journal-title":"WSEAS Trans Signal Process"},{"key":"9453_CR33","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/S1570-579X(03)80030-7","volume":"10","author":"AG Flesia","year":"2003","unstructured":"Flesia AG, Hel-Or H, Averbuch A, Candes EJ, Coifman RR, Donoho DL (2003) Digital implementation of ridgelet packets. Stud Comput Math 10:31\u201360","journal-title":"Stud Comput Math"},{"key":"9453_CR34","doi-asserted-by":"crossref","unstructured":"Fletcher AK, Ramchandran K, Goyal VK (2002) Wavelet Denoising by Recursive Cycle Spinning. In: International conference on image processing, IEEE, pp 873\u2013876","DOI":"10.1109\/ICIP.2002.1040090"},{"key":"9453_CR35","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1080\/10618600.1998.10474789","volume":"7","author":"HY Gao","year":"1998","unstructured":"Gao HY (1998) Wavelet shrinkage denoising using the non-negative garrote. J Comput Graph Stat 7:469\u2013488","journal-title":"J Comput Graph Stat"},{"key":"9453_CR36","volume-title":"Digital image processing","author":"RC Gonzalez","year":"2006","unstructured":"Gonzalez RC, Woods RE (2006) Digital image processing, 3rd edn. Prentice-Hall Inc., Englewood Cliffs","edition":"3"},{"key":"9453_CR37","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-03174-2","volume-title":"Digital image processing: concepts. algorithms and scientific applications","author":"B J\u00e4hne","year":"1995","unstructured":"J\u00e4hne B (1995) Digital image processing: concepts. algorithms and scientific applications, 3rd edn. Springer, Berlin","edition":"3"},{"key":"9453_CR38","volume-title":"Fundamentals of digital image processing","author":"AK Jain","year":"1989","unstructured":"Jain AK (1989) Fundamentals of digital image processing. Prentice-Hall Inc., Englewood Cliffs"},{"key":"9453_CR39","unstructured":"Jayaraman S, Esakkirajan S, Veerakumar T (2010) Digital image processing, 3rd edn. Tata McGraw Hill Education private limited, New Delhi"},{"key":"9453_CR40","volume-title":"Digital image processing: an algorithmic approach","author":"MA Joshi","year":"2006","unstructured":"Joshi MA (2006) Digital image processing: an algorithmic approach. PHI Learning Pvt. Ltd, New Delhi"},{"key":"9453_CR41","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1109\/TIP.2010.2066980","volume":"20","author":"KL Law","year":"2011","unstructured":"Law KL, Do MN (2011) Multidimensional filter bank signal reconstruction from multichannel acquisition. IEEE Trans Image Process 20:317\u2013326","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR42","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1049\/iet-spr.2010.0265","volume":"6","author":"G Liu","year":"2012","unstructured":"Liu G, Zeng X, Liu Y (2012) Image denoising by random walk with restart Kernel and non-subsampled contourlet transform. IET Signal Process 6:148\u2013158","journal-title":"IET Signal Process"},{"key":"9453_CR43","doi-asserted-by":"crossref","first-page":"1006","DOI":"10.1016\/j.jvcir.2014.02.018","volume":"25","author":"Y-X Liu","year":"2014","unstructured":"Liu Y-X, Law N-F, Siu WC (2014) Patch based image denoising using the finite ridgelet transform for less artifacts. J Vis Commun Image Represent 25:1006\u20131017. doi: 10.1016\/j.jvcir.2014.02.018","journal-title":"J Vis Commun Image Represent"},{"key":"9453_CR44","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1109\/TIP.2007.891064","volume":"16","author":"F Luisier","year":"2007","unstructured":"Luisier F, Blu T, Unser M (2007) A new SURE approach to image denoising: interscale orthonormal wavelet thresholding. IEEE Trans Image Process 16:593\u2013606","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR45","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 16:2198\u20132206","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR46","unstructured":"Matalon B, Elad M, Zibulevsky M (2005) Image denoising with the contourlet transform. In: Proceedings of SPARSE, Rennes, France"},{"key":"9453_CR47","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1109\/LSP.2007.896183","volume":"14","author":"M Mignotte","year":"2007","unstructured":"Mignotte M (2007) A post-processing deconvolution step for wavelet-based image denoising methods. IEEE Signal Process Lett 14:621\u2013624","journal-title":"IEEE Signal Process Lett"},{"key":"9453_CR48","doi-asserted-by":"crossref","first-page":"4695","DOI":"10.1109\/TIP.2012.2214050","volume":"21","author":"A Mittal","year":"2012","unstructured":"Mittal A, Moorthy AK, Bovik AC (2012) No-reference image quality assessment in the spatial domain. IEEE Trans Image Process 21:4695\u20134708","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR49","first-page":"49","volume":"2","author":"K Mohideen","year":"2011","unstructured":"Mohideen K, Perumal A, Krishnan N, Sathik M (2011) Image denoising and enhancement using multiwavelet with hard threshold in digital mammographic images. Int Arab J e Technol 2:49\u201355","journal-title":"Int Arab J e Technol"},{"key":"9453_CR50","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1109\/LSP.2010.2043888","volume":"17","author":"AK Moorthy","year":"2010","unstructured":"Moorthy AK, Bovik AC (2010) A two-step framework for constructing blind image quality indices. IEEE Signal Process Lett 17:513\u2013516","journal-title":"IEEE Signal Process Lett"},{"key":"9453_CR51","doi-asserted-by":"crossref","first-page":"3350","DOI":"10.1109\/TIP.2011.2147325","volume":"20","author":"AK Moorthy","year":"2011","unstructured":"Moorthy AK, Bovik AC (2011) Blind image quality assessment: from natural scene statistics to perceptual quality. IEEE Trans Image Process 20:3350\u20133364","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR52","doi-asserted-by":"crossref","first-page":"909","DOI":"10.1109\/18.761332","volume":"45","author":"P Moulin","year":"1999","unstructured":"Moulin P, Liu J (1999) Analysis of multiresolution image denoising schemes using generalized Gaussian and complexity priors. IEEE Trans Inf Theory 45:909\u2013919","journal-title":"IEEE Trans Inf Theory"},{"key":"9453_CR53","volume-title":"Discrete-time signal processing","author":"AV Oppenheim","year":"1989","unstructured":"Oppenheim AV, Schafer RW, Buck JR (1989) Discrete-time signal processing, vol 2. Prentice-Hall, Englewood Cliffs"},{"key":"9453_CR54","doi-asserted-by":"crossref","first-page":"2002","DOI":"10.1016\/j.sigpro.2012.01.008","volume":"92","author":"S Palakkal","year":"2012","unstructured":"Palakkal S, Prabhu K (2012) Poisson image denoising using fast discrete curvelet transform and wave atom. Signal Process 92:2002\u20132017","journal-title":"Signal Process"},{"key":"9453_CR55","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1007\/s11633-013-0715-z","volume":"10","author":"PK Parlewar","year":"2013","unstructured":"Parlewar PK, Bhurchandi KM (2013) A 4-quadrant curvelet transform for denoising digital images. Int J Autom Comput 10:217\u2013226","journal-title":"Int J Autom Comput"},{"key":"9453_CR56","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-6017-0","volume-title":"Nonlinear digital filters: principles and applications","author":"L Pitas","year":"1990","unstructured":"Pitas L, Venetsanopoulos AN (1990) Nonlinear digital filters: principles and applications, vol 84. Springer, Berlin"},{"key":"9453_CR57","doi-asserted-by":"crossref","first-page":"1610","DOI":"10.1109\/TIP.2006.873450","volume":"15","author":"D-Y Po","year":"2006","unstructured":"Po D-Y, Do MN (2006) Directional multiscale modeling of images using the contourlet transform. IEEE Trans Image Process 15:1610\u20131620","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR58","volume-title":"Digital image processing","author":"WK Pratt","year":"1991","unstructured":"Pratt WK (1991) Digital image processing, 3rd edn. Wiley, London","edition":"3"},{"key":"9453_CR59","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1049\/iet-ipr.2009.0048","volume":"4","author":"H Rabbani","year":"2010","unstructured":"Rabbani H, Gazor S (2010) Image denoising employing local mixture models in sparse domains. IET Image Process 4:413\u2013428","journal-title":"IET Image Process"},{"key":"9453_CR60","first-page":"282","volume":"2","author":"Y Rao","year":"2011","unstructured":"Rao Y, Chen L (2011) An efficient contourlet transform-based algorithm for video enhancement. J Inf Hiding Multimed Signal Process 2:282\u2013293","journal-title":"J Inf Hiding Multimed Signal Process"},{"key":"9453_CR61","doi-asserted-by":"crossref","first-page":"3339","DOI":"10.1109\/TIP.2012.2191563","volume":"21","author":"MA Saad","year":"2012","unstructured":"Saad MA, Bovik AC, Charrier C (2012) Blind image quality assessment: a natural scene statistics approach in the DCT domain. IEEE Trans Image Process 21:3339\u20133352","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR62","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1109\/MSP.2005.1550194","volume":"22","author":"IW Selesnick","year":"2005","unstructured":"Selesnick IW, Baraniuk RG, Kingsbury NC (2005) The dual-tree complex wavelet transform. IEEE Signal Process Mag 22:123\u2013151","journal-title":"IEEE Signal Process Mag"},{"key":"9453_CR63","doi-asserted-by":"crossref","first-page":"2744","DOI":"10.1109\/TSP.2002.804091","volume":"50","author":"L Sendur","year":"2002","unstructured":"Sendur L, Selesnick IW (2002) Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency. IEEE Trans Signal Process 50:2744\u20132756","journal-title":"IEEE Trans Signal Process"},{"key":"9453_CR64","first-page":"1","volume":"56","author":"X Shen","year":"2013","unstructured":"Shen X, Wang K, Guo Q (2013) Local thresholding with adaptive window shrinkage in the contourlet domain for image denoising Science China. Inf Sci 56:1\u20139","journal-title":"Inf Sci"},{"key":"9453_CR65","doi-asserted-by":"crossref","first-page":"4161","DOI":"10.1109\/TIP.2013.2271114","volume":"22","author":"Y Shuyuan","year":"2013","unstructured":"Shuyuan Y, Wang M, Linfang Z, Zhiyi W (2013) Image Noise Reduction via Geometric Multiscale Ridgelet Support Vector Transform and Dictionary Learning. IEEE Trans Image Process 22:4161\u20134169. doi: 10.1109\/TIP.2013.2271114","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR66","doi-asserted-by":"crossref","first-page":"670","DOI":"10.1109\/TIP.2002.1014998","volume":"11","author":"JL Starck","year":"2002","unstructured":"Starck JL, Cand\u00e8s EJ, Donoho DL (2002) The curvelet transform for image denoising. IEEE Trans Image Process 11:670\u2013684","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR67","doi-asserted-by":"crossref","first-page":"785","DOI":"10.1051\/0004-6361:20021571","volume":"398","author":"JL Starck","year":"2003","unstructured":"Starck JL, Donoho DL, Cand\u00e8s EJ (2003a) Astronomical image representation by the curvelet transform. Astron Astrophys Berl 398:785\u2013800","journal-title":"Astron Astrophys Berl"},{"key":"9453_CR68","doi-asserted-by":"crossref","first-page":"706","DOI":"10.1109\/TIP.2003.813140","volume":"12","author":"JL Starck","year":"2003","unstructured":"Starck JL, Murtagh F, Candes EJ, Donoho DL (2003b) Gray and color image contrast enhancement by the curvelet transform. IEEE Trans Image Process 12:706\u2013717","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR69","doi-asserted-by":"crossref","first-page":"2207","DOI":"10.1109\/78.157221","volume":"40","author":"M Vetterli","year":"1992","unstructured":"Vetterli M, Herley C (1992) Wavelets and filter banks: theory and design. IEEE Trans Signal Process 40:2207\u20132232","journal-title":"IEEE Trans Signal Process"},{"key":"9453_CR70","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ins.2013.05.028","volume":"246","author":"X-Y Wang","year":"2013","unstructured":"Wang X-Y, Yang H-Y, Zhang Y, Fu Z-K (2013) Image denoising using SVM classification in nonsubsampled contourlet transform domain. Inf Sci 246:155\u2013176","journal-title":"Inf Sci"},{"key":"9453_CR71","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1049\/iet-ipr.2009.0112","volume":"5","author":"XT Wang","year":"2011","unstructured":"Wang XT, Shi GM, Niu Y, Zhang L (2011) Robust adaptive directional lifting wavelet transform for image denoising. IET Image Process 5:249\u2013260","journal-title":"IET Image Process"},{"key":"9453_CR72","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.aeue.2013.07.011","volume":"68","author":"K Wu","year":"2014","unstructured":"Wu K, Zhang X, Ding M (2014) Curvelet based nonlocal means algorithm for image denoising. AEU Int J Electron Commun 68:37\u201343","journal-title":"AEU Int J Electron Commun"},{"key":"9453_CR73","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/TIP.2013.2285595","volume":"23","author":"S Yan","year":"2014","unstructured":"Yan S, Xiaoyuan Y, Yuhua G (2014) Translation Invariant Directional Framelet Transform Combined With Gabor Filters for Image Denoising. IEEE Trans Image Process 23:44\u201355. doi: 10.1109\/TIP.2013.2285595","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR74","doi-asserted-by":"crossref","first-page":"3129","DOI":"10.1109\/TIP.2012.2190086","volume":"21","author":"P Ye","year":"2012","unstructured":"Ye P, Doermann D (2012) No-reference image quality assessment using visual codebooks. IEEE Trans Image Process 21:3129\u20133138","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR75","doi-asserted-by":"crossref","first-page":"6896","DOI":"10.1016\/j.ijleo.2013.05.132","volume":"124","author":"M Yin","year":"2013","unstructured":"Yin M, Liu W, Zhao X, Guo Q-W, Bai R-F (2013) Image denoising using trivariate prior model in nonsubsampled dual-tree complex contourlet transform domain and non-local means filter in spatial domain. Opt Int J Light Electron Opt 124:6896\u20136904","journal-title":"Opt Int J Light Electron Opt"},{"key":"9453_CR76","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"W Zhou","year":"2004","unstructured":"Zhou W, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13:600\u2013612. doi: 10.1109\/TIP.2003.819861","journal-title":"IEEE Trans Image Process"},{"key":"9453_CR77","doi-asserted-by":"crossref","first-page":"1136","DOI":"10.1049\/iet-ipr.2012.0148","volume":"6","author":"Y Zhou","year":"2012","unstructured":"Zhou Y, Wang J (2012) Image denoising based on the symmetric normal inverse Gaussian model and non-subsampled contourlet transform. IET Image Process 6:1136\u20131147","journal-title":"IET Image Process"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-015-9453-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10462-015-9453-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-015-9453-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T03:35:29Z","timestamp":1718249729000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10462-015-9453-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12,16]]},"references-count":77,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,4]]}},"alternative-id":["9453"],"URL":"https:\/\/doi.org\/10.1007\/s10462-015-9453-7","relation":{},"ISSN":["0269-2821","1573-7462"],"issn-type":[{"value":"0269-2821","type":"print"},{"value":"1573-7462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,12,16]]}}}