{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T14:47:09Z","timestamp":1784126829200,"version":"3.55.0"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,12,29]],"date-time":"2016-12-29T00:00:00Z","timestamp":1482969600000},"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":[[2018,1]]},"DOI":"10.1007\/s11042-016-4227-z","type":"journal-article","created":{"date-parts":[[2016,12,29]],"date-time":"2016-12-29T08:36:16Z","timestamp":1483000576000},"page":"549-566","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A statistical approach to adaptive search region selection for NLM-based image denoising algorithm"],"prefix":"10.1007","volume":"77","author":[{"given":"Rajiv","family":"Verma","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajoo","family":"Pandey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,12,29]]},"reference":[{"key":"4227_CR1","doi-asserted-by":"crossref","unstructured":"Berkovich H, Malah D, Barzohar M (2013) Non-local means denoising using a content-based search region and dissimilarity kernel. In Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on","DOI":"10.1109\/ISPA.2013.6703706"},{"key":"4227_CR2","volume-title":"Statistical theory and methodology in science and engineering, vol. 150","author":"KA Brownlee","year":"1965","unstructured":"Brownlee KA, Brownlee KA (1965) Statistical theory and methodology in science and engineering, vol. 150. Wiley, New York"},{"issue":"2","key":"4227_CR3","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1137\/040616024","volume":"4","author":"A Buades","year":"2005","unstructured":"Buades A, Coll B, Morel J-M (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":"4227_CR4","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1137\/090773908","volume":"52","author":"A Buades","year":"2010","unstructured":"Buades A, Coll B, Morel J-M (2010) Image denoising methods. A new nonlocal principle. SIAM Rev 52(1):113\u2013147","journal-title":"SIAM Rev"},{"key":"4227_CR5","doi-asserted-by":"publisher","unstructured":"Buades A, Coll B, Morel J-M (2011) Non-local means denoising. Image Process On Line 1. doi: 10.5201\/ipol.2011.bcm_nlm","DOI":"10.5201\/ipol.2011.bcm_nlm"},{"issue":"8","key":"4227_CR6","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":"4227_CR7","doi-asserted-by":"crossref","unstructured":"de la Rosa Vargas JI, Villa JJ, Gonz E, Cortez J et al. (2016) A tour of nonlocal means techniques for image filtering. In 2016 International Conference on Electronics, Communications and Computers (CONIELECOMP)","DOI":"10.1109\/CONIELECOMP.2016.7438548"},{"key":"4227_CR8","doi-asserted-by":"crossref","unstructured":"Efros AA, Leung TK (1999) Texture synthesis by non-parametric sampling. In Computer vision, 1999. The Proceedings of the Seventh IEEE International Conference on","DOI":"10.1109\/ICCV.1999.790383"},{"key":"4227_CR9","unstructured":"Gonzalez RC, Woods RE (2002) Digital image processing. Prentice Hall, Upper Saddle River"},{"issue":"22","key":"4227_CR10","doi-asserted-by":"crossref","first-page":"5639","DOI":"10.1016\/j.ijleo.2013.04.009","volume":"124","author":"J Hu","year":"2013","unstructured":"Hu J, Luo Y-P (2013) Non-local means algorithm with adaptive patch size and bandwidth. Optik-Int J Light Electron Opt 124(22):5639\u20135645","journal-title":"Optik-Int J Light Electron Opt"},{"issue":"6","key":"4227_CR11","doi-asserted-by":"crossref","first-page":"1211","DOI":"10.1007\/s11760-012-0389-y","volume":"7","author":"BKS Kumar","year":"2013","unstructured":"Kumar BKS (2013) Image denoising based on non-local means filter and its method noise thresholding. SIViP 7(6):1211\u20131227","journal-title":"SIViP"},{"issue":"8","key":"4227_CR12","doi-asserted-by":"crossref","first-page":"1724","DOI":"10.1109\/TIP.2009.2022008","volume":"18","author":"S Lefkimmiatis","year":"2009","unstructured":"Lefkimmiatis S, Maragos P, Papandreou G (2009) Bayesian inference on multiscale models for Poisson intensity estimation: applications to photon-limited image denoising. IEEE Trans Image Process 18(8):1724\u20131741","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"4227_CR13","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. Signal Processing Letters IEEE 12(12):839\u2013842","journal-title":"Signal Processing Letters IEEE"},{"issue":"1","key":"4227_CR14","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1109\/TIP.2010.2056693","volume":"20","author":"M Makitalo","year":"2011","unstructured":"Makitalo M, Foi A (2011) Optimal inversion of the Anscombe transformation in low-count Poisson image denoising. IEEE Trans Image Process 20(1):99\u2013109","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"4227_CR15","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1109\/TIP.2012.2202675","volume":"22","author":"M Makitalo","year":"2013","unstructured":"Makitalo M, Foi A (2013) Optimal inversion of the generalized Anscombe transformation for Poisson-Gaussian noise. IEEE Trans Image Process 22(1):91\u2013103","journal-title":"IEEE Trans Image Process"},{"issue":"7","key":"4227_CR16","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1109\/34.192463","volume":"11","author":"SG Mallat","year":"1989","unstructured":"Mallat SG (1989) A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Mach Intell 11(7):674\u2013693","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"4227_CR17","doi-asserted-by":"crossref","unstructured":"Mallat S (1999) A wavelet tour of signal processing. Academic press, California","DOI":"10.1016\/B978-012466606-1\/50008-8"},{"issue":"1","key":"4227_CR18","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1109\/MSP.2011.2179329","volume":"30","author":"P Milanfar","year":"2013","unstructured":"Milanfar P (2013) A tour of modern image filtering: new insights and methods, both practical and theoretical. Signal Process Mag IEEE 30(1):106\u2013128","journal-title":"Signal Process Mag IEEE"},{"issue":"7","key":"4227_CR19","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1109\/34.56205","volume":"12","author":"P Perona","year":"1990","unstructured":"Perona P, Malik J (1990) Scale-space and edge detection using anisotropic diffusion. IEEE Trans Pattern Anal Mach Intell 12(7):629\u2013639","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"4227_CR20","doi-asserted-by":"crossref","first-page":"1159","DOI":"10.1007\/s11760-012-0372-7","volume":"7","author":"BK Shreyamsha Kumar","year":"2012","unstructured":"Shreyamsha Kumar BK (2012) Image denoising based on gaussian\/bilateral filter and its method noise thresholding. SIViP 7(6):1159\u20131172","journal-title":"SIViP"},{"issue":"12","key":"4227_CR21","doi-asserted-by":"crossref","first-page":"2649","DOI":"10.1109\/TIP.2009.2028259","volume":"18","author":"T Tasdizen","year":"2009","unstructured":"Tasdizen T (2009) Principal neighborhood dictionaries for nonlocal means image denoising. Image Processing IEEE Transactions on 18(12):2649\u20132660","journal-title":"Image Processing IEEE Transactions on"},{"issue":"3","key":"4227_CR22","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1049\/iet-cvi.2008.0076","volume":"4","author":"NA Thacker","year":"2010","unstructured":"Thacker NA, Manjon JV, Bromiley PA (2010) Statistical interpretation of non-local means. Comput Vis, IET 4(3):162\u2013172","journal-title":"Comput Vis, IET"},{"key":"4227_CR23","doi-asserted-by":"publisher","unstructured":"Tiku M (2004) Noncentral chi-square distribution. In Encyclopedia of statistical sciences. John Wiley & Sons, Inc. doi: 10.1002\/0471667196.ess1798.pub2","DOI":"10.1002\/0471667196.ess1798.pub2"},{"key":"4227_CR24","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","DOI":"10.1109\/ICCV.1998.710815"},{"issue":"11","key":"4227_CR25","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1109\/LSP.2009.2027669","volume":"16","author":"D Van De Ville","year":"2009","unstructured":"Van De Ville D, Kocher M (2009) SURE-based non-local means. Signal Process Lett, IEEE 16(11):973\u2013976","journal-title":"Signal Process Lett, IEEE"},{"issue":"9","key":"4227_CR26","doi-asserted-by":"crossref","first-page":"2683","DOI":"10.1109\/TIP.2011.2121083","volume":"20","author":"D Van De Ville","year":"2011","unstructured":"Van De Ville D, Kocher M (2011) Nonlocal means with dimensionality reduction and SURE-based parameter selection. Image Processing, IEEE Transactions on 20(9):2683\u20132690","journal-title":"Image Processing, IEEE Transactions on"},{"issue":"4","key":"4227_CR27","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process 13(4):600\u2013612","journal-title":"IEEE Trans. Image Process"},{"issue":"4","key":"4227_CR28","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1109\/LSP.2013.2247755","volume":"20","author":"Y Wu","year":"2013","unstructured":"Wu Y, Tracey B, Natarajan P, Noonan JP (2013a) James--stein type center pixel weights for non-local means image denoising. Signal Process Lett IEEE 20(4):411\u2013414","journal-title":"Signal Process Lett IEEE"},{"issue":"8","key":"4227_CR29","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1109\/LSP.2013.2263135","volume":"20","author":"Y Wu","year":"2013","unstructured":"Wu Y, Tracey B, Natarajan P, Noonan JP (2013b) Probabilistic non-local means. Signal Process Lett IEEE 20(8):763\u2013766","journal-title":"Signal Process Lett IEEE"},{"key":"4227_CR30","first-page":"3998","volume":"15","author":"F Xiao","year":"2011","unstructured":"Xiao F, Zhang Y (2011) A comparative study on thresholding methods in wavelet-based image denoising. Protein Eng 15:3998\u20134003","journal-title":"Protein Eng"},{"issue":"20","key":"4227_CR31","doi-asserted-by":"crossref","first-page":"1125","DOI":"10.1049\/el.2011.2456","volume":"47","author":"WL Zeng","year":"2011","unstructured":"Zeng WL, Lu XB (2011) Region-based non-local means algorithm for noise removal. Electron Lett 47(20):1125\u20131127","journal-title":"Electron Lett"},{"issue":"7","key":"4227_CR32","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1109\/TIP.2008.924386","volume":"17","author":"B Zhang","year":"2008","unstructured":"Zhang B, Fadili JM, Starck J-L (2008) Wavelets, ridgelets, and curvelets for Poisson noise removal. IEEE Trans Image Process 17(7):1093\u20131108","journal-title":"IEEE Trans Image Process"},{"issue":"23","key":"4227_CR33","doi-asserted-by":"crossref","first-page":"7040","DOI":"10.1016\/j.ijleo.2014.07.102","volume":"125","author":"S Zhu","year":"2014","unstructured":"Zhu S, Li Y, Li Y (2014) Two-stage non-local means filtering with adaptive smoothing parameter. Optik-Int J Light Electron Optics 125(23):7040\u20137044","journal-title":"Optik-Int J Light Electron Optics"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-016-4227-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-016-4227-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-016-4227-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,17]],"date-time":"2019-09-17T01:47:31Z","timestamp":1568684851000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-016-4227-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12,29]]},"references-count":33,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["4227"],"URL":"https:\/\/doi.org\/10.1007\/s11042-016-4227-z","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,12,29]]}}}