{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T10:18:26Z","timestamp":1769509106697,"version":"3.49.0"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"S5","license":[{"start":{"date-parts":[[2017,11,20]],"date-time":"2017-11-20T00:00:00Z","timestamp":1511136000000},"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":["Cluster Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10586-017-1370-x","type":"journal-article","created":{"date-parts":[[2017,11,20]],"date-time":"2017-11-20T13:03:28Z","timestamp":1511183008000},"page":"11237-11246","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Contourlet transform based adaptive nonlinear diffusion filtering for speckle noise removal in ultrasound images"],"prefix":"10.1007","volume":"22","author":[{"given":"L.","family":"Jubairahmed","sequence":"first","affiliation":[]},{"given":"S.","family":"Satheeskumaran","sequence":"additional","affiliation":[]},{"given":"C.","family":"Venkatesan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,20]]},"reference":[{"issue":"5","key":"1370_CR1","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1016\/j.dsp.2005.01.002","volume":"15","author":"A Thakur","year":"2005","unstructured":"Thakur, A., Anand, R.S.: Image quality based comparative evaluation of wavelet filters in ultrasound speckle reduction. Digit. Signal Process. 15(5), 455\u2013465 (2005)","journal-title":"Digit. Signal Process."},{"key":"1370_CR2","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/BF02344630","volume":"42","author":"S Gupta","year":"2004","unstructured":"Gupta, S., Chauhan, R., Sexana, S.: Wavelet-based statistical approach for speckle reduction in medical ultrasound images. Med. Biol. Eng. Comput. 42, 189\u2013192 (2004)","journal-title":"Med. Biol. Eng. Comput."},{"key":"1370_CR3","doi-asserted-by":"publisher","first-page":"S14","DOI":"10.1186\/1471-2164-12-S5-S14","volume":"12","author":"X Liu","year":"2011","unstructured":"Liu, X., Liu, J., Xu, X., Chun, L., Tang, J., Deng, Y.: A robust detail preserving anisotropic diffusion for speckle reduction in ultrasound images. BMC Genomics 12, S14 (2011)","journal-title":"BMC Genomics"},{"issue":"4","key":"1370_CR4","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/s40009-014-0238-3","volume":"37","author":"S Satheeskumaran","year":"2014","unstructured":"Satheeskumaran, S., Sabrigiriraj, M.: A new LMS based noise removal and DWT based R-peak detection in ECG signal for biotelemetry applications. Natl Acad. Sci. Lett. 37(4), 341\u2013349 (2014)","journal-title":"Natl Acad. Sci. Lett."},{"issue":"2","key":"1370_CR5","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1109\/TMI.2006.889735","volume":"26","author":"F Zhang","year":"2007","unstructured":"Zhang, F., Yoo, Y., Koh, L., Kim, Y.: Nonlinear diffusion in Laplacian pyramid domain for ultrasonic speckle reduction. IEEE Trans. Med. Imaging 26(2), 200\u2013211 (2007)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"1","key":"1370_CR6","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/TIP.2002.806252","volume":"12","author":"MN Do","year":"2003","unstructured":"Do, M.N., Vetterli, M.: The finite ridgelet transform for image representation. IEEE Trans. Image Process. 12(1), 16\u201328 (2003)","journal-title":"IEEE Trans. Image Process."},{"issue":"6","key":"1370_CR7","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1109\/TIP.2002.1014998","volume":"11","author":"JL Starck","year":"2002","unstructured":"Starck, J.L., Candes, E.J., Donoho, D.L.: The curvelet transform for image denoising. IEEE Trans. Image Process. 11(6), 670\u2013684 (2002)","journal-title":"IEEE Trans. Image Process."},{"key":"1370_CR8","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1109\/TPAMI.1980.4766994","volume":"2","author":"JS Lee","year":"1980","unstructured":"Lee, J.S.: Digital image enhancement and noise filtering by use of local statistics. IEEE Trans. Pattern Anal. Mach. Intell. 2, 165\u2013168 (1980)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"6","key":"1370_CR9","doi-asserted-by":"publisher","first-page":"975","DOI":"10.1080\/00207217.2015.1082204","volume":"103","author":"S Satheeskumaran","year":"2015","unstructured":"Satheeskumaran, S., Sabrigiriraj, M.: VLSI implementation of a new LMS-based algorithm for noise removal in ECG signal. Int. J. Electron. 103(6), 975\u2013984 (2015)","journal-title":"Int. J. Electron."},{"key":"1370_CR10","unstructured":"Liu, S., Wei, J., Feng, B., Lu, W., Denby, B., Fang, Q., Dang, J.: An anisotropic diffusion filter for reducing speckle noise of ultrasound images based on separability. In: IEEE Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Asia\u2013Pacific, pp. 1\u20134 (2012)"},{"issue":"6","key":"1370_CR11","doi-asserted-by":"publisher","first-page":"842","DOI":"10.1016\/j.mri.2010.03.013","volume":"28","author":"CS Anand","year":"2010","unstructured":"Anand, C.S., Sahambi, J.S.: Wavelet domain non-linear filtering for MRI denoising. Magn. Reson. Imaging 28(6), 842\u2013861 (2010)","journal-title":"Magn. Reson. Imaging"},{"key":"1370_CR12","first-page":"1","volume-title":"Advances in Digital Image Processing and Information Technology","author":"S Roy","year":"2011","unstructured":"Roy, S., Sinha, N., Sen, A.: Fuzzy soft thresholding based hybrid denoising model. In: Nagamalai, D., Renault, E., Dhanuskodi, M. (eds.) Advances in Digital Image Processing and Information Technology, pp. 1\u201310. Springer, Berlin (2011)"},{"key":"1370_CR13","doi-asserted-by":"publisher","first-page":"2091","DOI":"10.1109\/TIP.2005.859376","volume":"14","author":"MN Do","year":"2005","unstructured":"Do, M.N., Vetterli, M.: The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans. Image Process. 14, 2091\u20132106 (2005)","journal-title":"IEEE Trans. Image Process."},{"issue":"7","key":"1370_CR14","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1109\/34.56205","volume":"12","author":"P Perona","year":"1990","unstructured":"Perona, P., Malik, J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 12(7), 629\u2013639 (1990)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1370_CR15","unstructured":"Liu, S., Wei, J., Feng, B., Lu, W., Denby, B., Fang, Q., Dang, J.: An anisotropic diffusion filter for reducing speckle noise of ultrasound images based on separability. In: Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Asia\u2013Pacific, December 2012, pp. 1\u20134. IEEE (2012)"},{"issue":"3","key":"1370_CR16","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1109\/TMI.2005.862737","volume":"25","author":"Y Yue","year":"2006","unstructured":"Yue, Y., Mihai, M., Croitoru, M.M., et al.: Nonlinear multi scale wavelet diffusion for speckle suppression and edge enhancement in ultrasound images. IEEE Trans. Med. Imaging 25(3), 297\u2013311 (2006)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"3","key":"1370_CR17","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1109\/18.382009","volume":"41","author":"DL Donoho","year":"1995","unstructured":"Donoho, D.L.: Denoising by soft-thresholding. IEEE Trans. Inf. Theory 41(3), 613\u2013627 (1995)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"3","key":"1370_CR18","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1109\/JSTARS.2012.2196680","volume":"5","author":"B Hou","year":"2012","unstructured":"Hou, B., Zhang, X., Bu, X., Feng, H.: SAR image despeckling based on non sub sampled shearlet transform. IEEE J. Sel. Top. Appl. Earth Obs. 5(3), 809\u2013823 (2012)","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs."},{"issue":"8","key":"1370_CR19","doi-asserted-by":"publisher","first-page":"1020","DOI":"10.1109\/TPAMI.2004.47","volume":"26","author":"G Gilboa","year":"2004","unstructured":"Gilboa, G., Sochen, N., Zeevi, Y.Y.: Image enhancement and denoising by complex diffusion processes. IEEE Trans. Pattern Anal. Mach. Intell. 26(8), 1020\u20131036 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"23","key":"1370_CR20","doi-asserted-by":"publisher","first-page":"24048","DOI":"10.1364\/OE.18.024048","volume":"18","author":"R Bernardes","year":"2010","unstructured":"Bernardes, R., Maduro, C., Serranho, P., Ara\u00fajo, A., Barbeiro, S., Cunha-Vaz, J.: Improved adaptive complex diffusion despeckling filter. Opt. Express 18(23), 24048\u201324059 (2010)","journal-title":"Opt. Express"},{"issue":"3","key":"1370_CR21","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1109\/JSTARS.2012.2196680","volume":"5","author":"B Hou","year":"2012","unstructured":"Hou, B., Zhang, X., Bu, X., Feng, H.: SAR image despeckling based on non subsampled shearlet transform. IEEE J. Sel. Top. Appl. Earth Obs. 5(3), 809\u2013823 (2012)","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs."},{"issue":"4","key":"1370_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1117\/1.JEI.22.4.043016","volume":"22","author":"D Gupta","year":"2013","unstructured":"Gupta, D., Anand, R.S., Tyagi, B.: Edge preserved enhancement of medical images using adaptive fusion-based denoising by shearlet transform and total variation algorithm. J. Electron. Imaging 22(4), 1\u201318 (2013)","journal-title":"J. Electron. Imaging"},{"key":"1370_CR23","unstructured":"Finn, S., Glavin, M., Jones, E.: Echocardiographic speckle reduction comparison. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 58, 82\u2013101 (2011)"},{"key":"1370_CR24","doi-asserted-by":"crossref","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13, 600\u2013612 (2004)","DOI":"10.1109\/TIP.2003.819861"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1370-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-1370-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1370-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,21]],"date-time":"2019-11-21T22:44:19Z","timestamp":1574376259000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-1370-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,20]]},"references-count":24,"journal-issue":{"issue":"S5","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1370"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-1370-x","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,20]]},"assertion":[{"value":"25 September 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 October 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 November 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 November 2017","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}