{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:05:29Z","timestamp":1740107129812,"version":"3.37.3"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2022,10,26]],"date-time":"2022-10-26T00:00:00Z","timestamp":1666742400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,26]],"date-time":"2022-10-26T00:00:00Z","timestamp":1666742400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Vis Comput"],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1007\/s00371-022-02697-7","type":"journal-article","created":{"date-parts":[[2022,10,26]],"date-time":"2022-10-26T08:05:01Z","timestamp":1666771501000},"page":"5809-5822","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Multiclass CNN-based adaptive optimized filter for removal of impulse noise from digital images"],"prefix":"10.1007","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3725-4568","authenticated-orcid":false,"given":"Amarjit","family":"Roy","sequence":"first","affiliation":[]},{"given":"Lakhan Dev","family":"Sharma","sequence":"additional","affiliation":[]},{"given":"Alok Kumar","family":"Shukla","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,10,26]]},"reference":[{"issue":"12","key":"2697_CR1","doi-asserted-by":"publisher","first-page":"1893","DOI":"10.1109\/5.192071","volume":"80","author":"I Pitas","year":"1992","unstructured":"Pitas, I., Venetsanopoulos, A.N.: Order statistics in digital image processing. Proc. IEEE 80(12), 1893\u20131921 (1992)","journal-title":"Proc. IEEE"},{"unstructured":"Tukey, J.W.: Exploratory Data Analysis (1977)","key":"2697_CR2"},{"unstructured":"Tukey, J.W.: Nonlinear (Nonsuperposable) Methods for Smoothing Data. In: Congressional Record 1974 EASCON, 673 (1974)","key":"2697_CR3"},{"unstructured":"Gonzalez, R.C., Woods, R.E.: Digital Image Processing, Nueva Jersey (2008)","key":"2697_CR4"},{"issue":"4","key":"2697_CR5","doi-asserted-by":"publisher","first-page":"678","DOI":"10.1109\/5.54807","volume":"78","author":"J Astola","year":"1990","unstructured":"Astola, J., Haavisto, P., Neuvo, Y.: Vector median filters. Proc. IEEE 78(4), 678\u2013689 (1990)","journal-title":"Proc. IEEE"},{"issue":"4","key":"2697_CR6","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/0167-8655(94)90082-5","volume":"15","author":"T Sun","year":"1994","unstructured":"Sun, T., Neuvo, Y.: Detail-preserving median based filters in image processing. Pattern Recogn. Lett. 15(4), 341\u2013347 (1994)","journal-title":"Pattern Recogn. Lett."},{"issue":"9","key":"2697_CR7","doi-asserted-by":"publisher","first-page":"984","DOI":"10.1109\/31.83870","volume":"38","author":"SJ Ko","year":"1991","unstructured":"Ko, S.J., Lee, Y.H.: Center weighted median filters and their applications to image enhancement. IEEE Trans. Circuits Syst. 38(9), 984\u2013993 (1991)","journal-title":"IEEE Trans. Circuits Syst."},{"doi-asserted-by":"crossref","unstructured":"Alparone, L., Baronti, S., Carla, R.: Two-dimensional rank-conditioned median filter. IEEE Trans. Circuits Syst. Analog Digital Signal Process, 42(2), 130\u2013132 (1995)","key":"2697_CR8","DOI":"10.1109\/82.365355"},{"issue":"1","key":"2697_CR9","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1109\/82.749102","volume":"46","author":"Z Wang","year":"1999","unstructured":"Wang, Z., Zhang, D.: Progressive switching median filter for the removal of impulse noise from highly corrupted images. IEEE Trans. Circuits Syst. II Analog Digital Signal Process. 46(1), 78\u201380 (1999)","journal-title":"IEEE Trans. Circuits Syst. II Analog Digital Signal Process."},{"issue":"11","key":"2697_CR10","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1109\/LSP.2002.805310","volume":"9","author":"S Zhang","year":"2002","unstructured":"Zhang, S., Karim, M.A.: A new impulse detector for switching median filters. IEEE Signal Process. Lett. 9(11), 360\u2013363 (2002)","journal-title":"IEEE Signal Process. Lett."},{"issue":"1","key":"2697_CR11","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.sigpro.2011.06.015","volume":"92","author":"X Geng","year":"2012","unstructured":"Geng, X., Hu, X., Xiao, J.: Quaternion switching filter for impulse noise reduction in color image. Signal Process. 92(1), 150\u2013162 (2012)","journal-title":"Signal Process."},{"issue":"7","key":"2697_CR12","doi-asserted-by":"publisher","first-page":"956","DOI":"10.1016\/j.jvcir.2013.06.012","volume":"24","author":"SJ Horng","year":"2013","unstructured":"Horng, S.J., Hsu, L.Y., Li, T., Qiao, S., Gong, X., Chou, H.H., Khan, M.K.: Using sorted switching median filter to remove high-density impulse noises. J. Vis. Commun. Image Represent. 24(7), 956\u2013967 (2013)","journal-title":"J. Vis. Commun. Image Represent."},{"doi-asserted-by":"crossref","unstructured":"Laskar, R.H., Bhowmick, B., Biswas, R., Kar, S.: Removal of impulse noise from color image. In: TENCON 2009\u20132009 IEEE Region 10 Conference (pp. 1\u20135), IEEE (2009)","key":"2697_CR13","DOI":"10.1109\/TENCON.2009.5396220"},{"issue":"2","key":"2697_CR14","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1109\/83.902289","volume":"10","author":"HL Eng","year":"2001","unstructured":"Eng, H.L., Ma, K.K.: Noise adaptive soft-switching median filter. IEEE Trans. Image Process. 10(2), 242\u2013251 (2001)","journal-title":"IEEE Trans. Image Process."},{"unstructured":"Singh, K.M., Bora, P.K.: Adaptive vector median filter for removal impulses from color images. In: Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS'03, vol. 2, IEEE, pp. II-396 (2003)","key":"2697_CR15"},{"key":"2697_CR16","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.aeue.2016.12.006","volume":"72","author":"A Roy","year":"2017","unstructured":"Roy, A., Laskar, R.H.: Non-casual linear prediction based adaptive filter for removal of high density impulse noise from color images. AEU-Int. J. Electron. C. 72, 114\u2013124 (2017)","journal-title":"AEU-Int. J. Electron. C."},{"issue":"2","key":"2697_CR17","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/s00521-011-0583-9","volume":"21","author":"S Mohapatra","year":"2012","unstructured":"Mohapatra, S., Sa, P.K., Majhi, B.: Adaptive threshold selection for impulsive noise detection in images using coefficient of variance. Neural Comput. Appl. 21(2), 281\u2013288 (2012)","journal-title":"Neural Comput. Appl."},{"issue":"4","key":"2697_CR18","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.rti.2003.09.015","volume":"9","author":"B Smolka","year":"2003","unstructured":"Smolka, B., Lukac, R., Chydzinski, A., Plataniotis, K.N., Wojciechowski, W.: Fast adaptive similarity based impulsive noise reduction filter. Real Time Imaging 9(4), 261\u2013276 (2003)","journal-title":"Real Time Imaging"},{"issue":"8","key":"2697_CR19","doi-asserted-by":"publisher","first-page":"2123","DOI":"10.1016\/j.sigpro.2006.01.009","volume":"86","author":"SQ Yuan","year":"2006","unstructured":"Yuan, S.Q., Tan, Y.H.: Impulse noise removal by a global\u2013local noise detector and adaptive median filter. Signal Process. 86(8), 2123\u20132128 (2006)","journal-title":"Signal Process."},{"issue":"9","key":"2697_CR20","doi-asserted-by":"publisher","first-page":"2307","DOI":"10.1109\/TIP.2010.2047906","volume":"19","author":"CH Lin","year":"2010","unstructured":"Lin, C.H., Tsai, J.S., Chiu, C.T.: Switching bilateral filter with a texture\/noise detector for universal noise removal. IEEE Trans. Image Process. 19(9), 2307\u20132320 (2010)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"2697_CR21","doi-asserted-by":"publisher","first-page":"1223","DOI":"10.1109\/TIP.2012.2228496","volume":"22","author":"IF Jafar","year":"2013","unstructured":"Jafar, I.F., AlNa\u2019mneh, R.A., Darabkh, K.A.: Efficient improvements on the BDND filtering algorithm for the removal of high-density impulse noise. IEEE Trans. Image Process. 22(3), 1223\u20131232 (2013)","journal-title":"IEEE Trans. Image Process."},{"issue":"24","key":"2697_CR22","doi-asserted-by":"publisher","first-page":"11485","DOI":"10.1007\/s11042-014-2246-1","volume":"74","author":"H Dawood","year":"2015","unstructured":"Dawood, H., Dawood, H., Guo, P.: Removal of random-valued impulse noise by local statistics. Multimedia Tools Appl. 74(24), 11485\u201311498 (2015)","journal-title":"Multimedia Tools Appl."},{"issue":"5","key":"2697_CR23","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1109\/LSP.2011.2122333","volume":"18","author":"S Esakkirajan","year":"2011","unstructured":"Esakkirajan, S., Veerakumar, T., Subramanyam, A.N., PremChand, C.H.: Removal of high density salt and pepper noise through modified decision based unsymmetric trimmed median filter. IEEE Signal Process. Lett. 18(5), 287\u2013290 (2011)","journal-title":"IEEE Signal Process. Lett."},{"issue":"5","key":"2697_CR24","doi-asserted-by":"publisher","first-page":"1352","DOI":"10.1109\/TFUZZ.2013.2286634","volume":"22","author":"F Ahmed","year":"2014","unstructured":"Ahmed, F., Das, S.: Removal of high-density salt-and-pepper noise in images with an iterative adaptive fuzzy filter using alpha-trimmed mean. IEEE Trans. Fuzzy Syst. 22(5), 1352\u20131358 (2014)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"1","key":"2697_CR25","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/s11760-013-0487-5","volume":"8","author":"VS Bhadouria","year":"2014","unstructured":"Bhadouria, V.S., Ghoshal, D., Siddiqi, A.H.: A new approach for high density saturated impulse noise removal using decision-based coupled window median filter. SIViP 8(1), 71\u201384 (2014)","journal-title":"SIViP"},{"issue":"9","key":"2697_CR26","doi-asserted-by":"publisher","first-page":"1377","DOI":"10.1016\/j.imavis.2006.10.002","volume":"25","author":"S Schulte","year":"2007","unstructured":"Schulte, S., De Witte, V., Nachtegael, M., Van der Weken, D., Kerre, E.E.: Histogram-based fuzzy colour filter for image restoration. Image Vis. Comput. 25(9), 1377\u20131390 (2007)","journal-title":"Image Vis. Comput."},{"key":"2697_CR27","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.asoc.2014.03.006","volume":"21","author":"S Masood","year":"2014","unstructured":"Masood, S., Hussain, A., Jaffar, M.A., Choi, T.S.: Color differences based fuzzy filter for extremely corrupted color images. Appl. Soft Comput. 21, 107\u2013118 (2014)","journal-title":"Appl. Soft Comput."},{"issue":"1","key":"2697_CR28","first-page":"1","volume":"24","author":"OP Verma","year":"2012","unstructured":"Verma, O.P., Hanmandlu, M., Sultania, A.K., Parihar, A.S.: A novel fuzzy system for edge detection in noisy image using bacterial foraging. Multidimens. Syst. Signal Process. 24(1), 1\u201318 (2012)","journal-title":"Multidimens. Syst. Signal Process."},{"issue":"4","key":"2697_CR29","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1007\/s00521-014-1767-x","volume":"26","author":"C Budak","year":"2015","unstructured":"Budak, C., T\u00fcrk, M., Toprak, A.: Reduction in impulse noise in digital images through a new adaptive artificial neural network model. Neural Comput. Appl. 26(4), 835\u2013843 (2015)","journal-title":"Neural Comput. Appl."},{"doi-asserted-by":"crossref","unstructured":"Roy, A., Laskar, R.H.: Impulse noise removal based on SVM classification. In: TENCON 2015\u20132015 IEEE Region 10 Conference, IEEE, pp. 1\u20135 (2015)","key":"2697_CR30","DOI":"10.1109\/TENCON.2015.7373033"},{"key":"2697_CR31","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1016\/j.sigpro.2016.04.007","volume":"128","author":"A Roy","year":"2016","unstructured":"Roy, A., Singha, J., Devi, S.S., Laskar, R.H.: Impulse noise removal using SVM classification based fuzzy filter from gray scale images. Signal Process. 128, 262\u2013273 (2016)","journal-title":"Signal Process."},{"key":"2697_CR32","doi-asserted-by":"publisher","first-page":"816","DOI":"10.1016\/j.asoc.2015.09.032","volume":"46","author":"A Roy","year":"2015","unstructured":"Roy, A., Laskar, R.H.: Multiclass SVM based adaptive filter for removal of high density impulse noise from color images. Appl. Soft Comput. 46, 816\u2013826 (2015)","journal-title":"Appl. Soft Comput."},{"doi-asserted-by":"crossref","unstructured":"Roy, A., Devi, S.S., Laskar, R.H.: Impulse noise removal from gray scale images based on ANN classification based Fuzzy filter. In: CINE 2016 conference, IEEE, pp. 1\u20135 (2016)","key":"2697_CR33","DOI":"10.1109\/CINE.2016.24"},{"issue":"12","key":"2697_CR34","doi-asserted-by":"publisher","first-page":"2034","DOI":"10.3390\/electronics9122034","volume":"9","author":"ASN Mursal","year":"2020","unstructured":"Mursal, A.S.N., Ibrahim, H.: Median filtering using first-order and second-order neighborhood pixels to reduce fixed value impulse noise from grayscale digital images. Electronics 9(12), 2034 (2020)","journal-title":"Electronics"},{"key":"2697_CR35","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.eswa.2018.12.009","volume":"121","author":"T Veerakumar","year":"2019","unstructured":"Veerakumar, T., Subudhi, B.N., Esakkirajan, S.: Empirical mode decomposition and adaptive bilateral filter approach for impulse noise removal. Expert Syst. Appl. 121, 18\u201327 (2019)","journal-title":"Expert Syst. Appl."},{"issue":"10","key":"2697_CR36","doi-asserted-by":"publisher","first-page":"1479","DOI":"10.1109\/TIP.2005.852196","volume":"14","author":"RH Chan","year":"2005","unstructured":"Chan, R.H., Ho, C.W., Nikolova, M.: Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization. IEEE Trans. Image Process. 14(10), 1479\u20131485 (2005)","journal-title":"IEEE Trans. Image Process."},{"issue":"4","key":"2697_CR37","first-page":"345","volume":"7","author":"KM Singh","year":"2012","unstructured":"Singh, K.M.: Vector median filter based on non-causal linear prediction for detection of impulse noise from images. Int. J. Comput. Sci. Eng. 7(4), 345\u2013355 (2012)","journal-title":"Int. J. Comput. Sci. Eng."},{"issue":"4","key":"2697_CR38","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600\u2013612 (2004)","journal-title":"IEEE Trans. Image Process."},{"issue":"8","key":"2697_CR39","doi-asserted-by":"publisher","first-page":"2378","DOI":"10.1109\/TIP.2011.2109730","volume":"20","author":"L Zhang","year":"2011","unstructured":"Zhang, L., Zhang, L., Mou, X., Zhang, D.: FSIM: a feature similarity index for image quality assessment. IEEE Trans. Image Process. 20(8), 2378\u20132386 (2011)","journal-title":"IEEE Trans. Image Process."},{"key":"2697_CR40","first-page":"14","volume":"2013","author":"S Abdelmounaime","year":"2013","unstructured":"Abdelmounaime, S., Dong-Chen, H.: New Brodatz-based image databases for grayscale color and multiband texture analysis. Int. Sch. Res. Not. 2013, 14 (2013)","journal-title":"Int. Sch. Res. Not."},{"issue":"4","key":"2697_CR41","doi-asserted-by":"publisher","first-page":"2247","DOI":"10.1364\/BOE.450259","volume":"13","author":"S Liu","year":"2022","unstructured":"Liu, S., Fan, J., Ai, D., Song, H., Fu, T., Wang, Y., Yang, J.: Feature matching for texture-less endoscopy images via superpixel vector field consistency. Biomed. Opt. Express 13(4), 2247\u20132265 (2022)","journal-title":"Biomed. Opt. Express"}],"container-title":["The Visual Computer"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-022-02697-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00371-022-02697-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-022-02697-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T15:10:50Z","timestamp":1698419450000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00371-022-02697-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,26]]},"references-count":41,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2023,11]]}},"alternative-id":["2697"],"URL":"https:\/\/doi.org\/10.1007\/s00371-022-02697-7","relation":{},"ISSN":["0178-2789","1432-2315"],"issn-type":[{"type":"print","value":"0178-2789"},{"type":"electronic","value":"1432-2315"}],"subject":[],"published":{"date-parts":[[2022,10,26]]},"assertion":[{"value":"4 October 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Dr. Amarjit Roy has no conflict of interest. Dr. Lakhan Dev Sharma has no conflict of interest. Dr. Alok Kumar Shukla has no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}