{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:37:46Z","timestamp":1761597466932},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2013,11,19]],"date-time":"2013-11-19T00:00:00Z","timestamp":1384819200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1007\/s11042-013-1723-2","type":"journal-article","created":{"date-parts":[[2013,11,18]],"date-time":"2013-11-18T14:34:55Z","timestamp":1384785295000},"page":"1885-1914","source":"Crossref","is-referenced-by-count":18,"title":["Medical image segmentation using rough set and local polynomial regression"],"prefix":"10.1007","volume":"74","author":[{"given":"Cong-Hua","family":"Xie","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong-Jun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin-Yi","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,11,19]]},"reference":[{"key":"1723_CR1","doi-asserted-by":"crossref","first-page":"1410","DOI":"10.1109\/TMI.2006.883453","volume":"25","author":"B Aubert-Broche","year":"2006","unstructured":"Aubert-Broche B, Griffin M, Pike GB et al (2006) 20 new digital brain phantoms for creation of validation image data bases. IEEE Trans Med Imaging 25:1410\u20131416","journal-title":"IEEE Trans Med Imaging"},{"key":"1723_CR2","doi-asserted-by":"crossref","unstructured":"Beaubouef T, Petry F (2001) Vagueness in spatial data: Rough set and egg-yolk approaches. In: 2001 Industrial and Engineering Applications of Artificial Intelligence and Expert Systems \u2014 IEA\/AIE, pp 367\u2013373","DOI":"10.1007\/3-540-45517-5_41"},{"key":"1723_CR3","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1016\/S0031-3203(02)00057-2","volume":"35","author":"N Bonnet","year":"2002","unstructured":"Bonnet N, Cutrona J, Herbin M (2002) A \u2018no-threshold\u2019 histogram-based image segmentation method. Pattern Recogn 35:2319\u20132322","journal-title":"Pattern Recogn"},{"key":"1723_CR4","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198523963.001.0001","volume-title":"Applied smoothing techniques for data analysis: the kernel approach with S-plus illustrations. Oxford statistical science series","author":"W Bowman","year":"1997","unstructured":"Bowman W, Azzalini A (1997) Applied smoothing techniques for data analysis: the kernel approach with S-plus illustrations. Oxford statistical science series. Clarendon, New York"},{"key":"1723_CR5","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/j.media.2008.03.001","volume":"12","author":"S Bricq","year":"2008","unstructured":"Bricq S, Collet CH, Armspach JP (2008) Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains. Med Image Anal 12:639\u2013652","journal-title":"Med Image Anal"},{"key":"1723_CR6","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1049\/ip-vis:19951850","volume":"142","author":"AD Brink","year":"1995","unstructured":"Brink AD (1995) Minimum spatial entropy threshold selection. IEE Proc Vision Image Sig Process 142:128\u2013132","journal-title":"IEE Proc Vision Image Sig Process"},{"key":"1723_CR7","doi-asserted-by":"crossref","first-page":"825","DOI":"10.1016\/j.patcog.2006.07.011","volume":"40","author":"WL Cai","year":"2007","unstructured":"Cai WL, Chen SC, Zhang DQ (2007) Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation. Pattern Recogn 40:825\u2013838","journal-title":"Pattern Recogn"},{"key":"1723_CR8","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1016\/S0031-3203(01)00054-1","volume":"35","author":"HD Cheng","year":"2002","unstructured":"Cheng HD, Jiang XH, Wang J (2002) Color image segmentation based on homogram thresholding and region merging. Pattern Recogn 35:373\u2013393","journal-title":"Pattern Recogn"},{"key":"1723_CR9","volume-title":"Local regression and likelihood","author":"L Clive","year":"1999","unstructured":"Clive L (1999) Local regression and likelihood. Springer, New York"},{"key":"1723_CR10","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.engappai.2003.11.002","volume":"17","author":"S Divyendu","year":"2004","unstructured":"Divyendu S, Phillip L (2004) A rough set-based approach to handling spatial uncertainty in binary images. Eng Appl Artif Intell 17:97\u2013110","journal-title":"Eng Appl Artif Intell"},{"key":"1723_CR11","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.media.2006.12.002","volume":"11","author":"AR Ferreira da Silva","year":"2007","unstructured":"Ferreira da Silva AR (2007) A Dirichlet process mixture model for brain MRI tissue classification. Med Image Anal 11:169\u2013182","journal-title":"Med Image Anal"},{"key":"1723_CR12","doi-asserted-by":"crossref","first-page":"3191","DOI":"10.1364\/AO.50.003191","volume":"50","author":"A Ghanizadeh","year":"2011","unstructured":"Ghanizadeh A, Abarghouei AA, Sinaie S (2011) Iris segmentation using an edge detector based on fuzzy sets theory and cellular learning automata. Appl Opt 50:3191\u20133200","journal-title":"Appl Opt"},{"key":"1723_CR13","volume-title":"Digital image processing","author":"RC Gonzalez","year":"2002","unstructured":"Gonzalez RC, Woods RE (2002) Digital image processing. Prentice Hall, New Jersey"},{"key":"1723_CR14","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1016\/j.imavis.2006.01.026","volume":"25","author":"AE Hassanien","year":"2007","unstructured":"Hassanien AE (2007) Fuzzy rough sets hybrid scheme for breast cancer detection. Image Vision Comput 25:172\u2013183","journal-title":"Image Vision Comput"},{"key":"1723_CR15","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.ijar.2004.11.008","volume":"40","author":"S Hirano","year":"2005","unstructured":"Hirano S, Tsumoto S (2005) Rough representation of a region of interest in medical images. Int J Approx Reason 40:23\u201334","journal-title":"Int J Approx Reason"},{"key":"1723_CR16","doi-asserted-by":"crossref","unstructured":"Jiang JF, Yang DQ, Wei HE (2008) Image segmentation based on rough set theory and neural networks. In: 5th International Conference on Visual Information Engineering, pp 361\u2013365","DOI":"10.1049\/cp:20080339"},{"key":"1723_CR17","doi-asserted-by":"crossref","first-page":"3146","DOI":"10.1109\/TIP.2010.2071290","volume":"19","author":"I Karoui","year":"2010","unstructured":"Karoui I, Fablet R, Boucher J, Augustin J (2010) Variational region-based segmentation using multiple texture statistics. IEEE Trans Image Process 19:3146\u20133156","journal-title":"IEEE Trans Image Process"},{"key":"1723_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.patcog.2010.07.013","volume":"44","author":"ST Khang","year":"2011","unstructured":"Khang ST, NorAshidi M (2011) Color image segmentation using histogram thresholding Fuzzy C-means hybrid approach. Pattern Recogn 44:1\u201315","journal-title":"Pattern Recogn"},{"key":"1723_CR19","doi-asserted-by":"crossref","unstructured":"Maji P, Kundu MK, Chanda B (2006) Segmentation of brain MR images using fuzzy sets and modified co-occurrence matrix. In: The Proceedings of the IET International Conference on Visual Information Engineering, pp 327\u2013332","DOI":"10.1049\/cp:20060551"},{"key":"1723_CR20","doi-asserted-by":"crossref","first-page":"1529","DOI":"10.1109\/TSMCB.2007.906578","volume":"37","author":"P Maji","year":"2007","unstructured":"Maji P, Pal SK (2007) Rough set based generalized fuzzy C-means algorithm and quantitative indices. IEEE Trans Syst Man Cybern B Cybern 37:1529\u20131540","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"1723_CR21","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1016\/j.patrec.2007.10.026","volume":"29","author":"MM Milind","year":"2008","unstructured":"Milind MM, Ajoy KR (2008) Color image segmentation: rough-set theoretic approach. Pattern Recogn Lett 29:483\u2013493","journal-title":"Pattern Recogn Lett"},{"key":"1723_CR22","unstructured":"Mohabey A, Ray AK (2000a) Rough set theory based segmentation of color images. In: 19th Internat. Conf. North Amer. Fuzzy Inform. Process. Soc. (NAFIPS), pp 338\u2013342"},{"key":"1723_CR23","unstructured":"Mohabey A, Ray AK (2000b) Fusion of rough set theoretic approximations and FCM for color image segmentation.In: 2000 I.E. Internat. Conf. Systems Man Cybernet, pp 1529\u20131534"},{"key":"1723_CR24","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1109\/TIP.2002.806231","volume":"11","author":"J Orlando","year":"2002","unstructured":"Orlando J, Tobias RS (2002) Image segmentation by histogram thresholding using fuzzy sets. IEEE Trans Image Process 11:1457\u20131465","journal-title":"IEEE Trans Image Process"},{"key":"1723_CR25","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak Z (1982) Rough sets. Int J Comput Inform Sci 11:341\u2013356","journal-title":"Int J Comput Inform Sci"},{"key":"1723_CR26","doi-asserted-by":"crossref","first-page":"630","DOI":"10.1109\/TSMC.1978.4310039","volume":"8","author":"TW Ridler","year":"1978","unstructured":"Ridler TW, Calvard S (1978) Picture thresholding using an iterative selection method. IEEE Trans Syst Man Cybern 8:630\u2013632","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"1723_CR27","doi-asserted-by":"crossref","unstructured":"Sen D, Pal SK (2006) Image segmentation using global and local fuzzy statistics. In: Proceedings of the 2006 Annual IEEE India Conference, pp 1\u20136","DOI":"10.1109\/INDCON.2006.302813"},{"key":"1723_CR28","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1109\/TIP.2009.2012890","volume":"18","author":"D Sen","year":"2009","unstructured":"Sen D, Pal SK (2009) Histogram thresholding based on fuzzy and rough measures of association error. IEEE Trans Image Process 18:879\u2013888","journal-title":"IEEE Trans Image Process"},{"key":"1723_CR29","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1109\/TSMCB.2008.2005527","volume":"39","author":"D Sen","year":"2009","unstructured":"Sen D, Pal SK (2009) Generalized rough sets, entropy, and image ambiguity measures. IEEE Trans Syst Man Cybern B Cybern 39:117\u2013128","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"1723_CR30","doi-asserted-by":"crossref","first-page":"1587","DOI":"10.1006\/nimg.2002.1287","volume":"17","author":"ZY Shan","year":"2002","unstructured":"Shan ZY, Yue GH, Liu JZ (2002) Automated histogram-based brain segmentation in T1-weighted three-dimensional magnetic resonance head images. NeuroImage 17:1587\u20131598","journal-title":"NeuroImage"},{"key":"1723_CR31","doi-asserted-by":"crossref","unstructured":"Souplet JC, Lebrun C, Ayache N et al (2008) An automatic segmentation of T2-FLAIR multiple sclerosis lesions. In: Grand Challenge Work: Mult. Scler. Lesion Segm. Challenge, pp 1\u201311","DOI":"10.54294\/6eyg0w"},{"key":"1723_CR32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.patcog.2010.07.013","volume":"44","author":"KS Tan","year":"2011","unstructured":"Tan KS, Isa NAM (2011) Color image segmentation using histogram thresholding\u2014Fuzzy C-means hybrid approach. Pattern Recogn 44:1\u201315","journal-title":"Pattern Recogn"},{"key":"1723_CR33","volume-title":"Computational statistics handbook with matlab","author":"LM Wendy","year":"2002","unstructured":"Wendy LM, Angel RM (2002) Computational statistics handbook with matlab. Chapman& Hall\/Crc, NewYork"},{"key":"1723_CR34","doi-asserted-by":"crossref","unstructured":"Wojcik ZM (1994) Application of rough sets for edge enhancing image filters. In: 1994 I.E. International Conference on Image Processing, pp 525\u2013529","DOI":"10.1109\/ICIP.1994.413626"},{"key":"1723_CR35","doi-asserted-by":"crossref","unstructured":"Wojcik ZM, Wojcik BE (1996) Structural modeling using rough sets. In: 5th IEEE International Conference on Fuzzy Systems, pp 761\u2013766","DOI":"10.1109\/FUZZY.1996.552276"},{"key":"1723_CR36","unstructured":"Wu Z (2001) Research on remote sensing image classification using neural network based on rough sets. In: 2001 Proceedings of the Info-tech and Info-net International Conferences, pp 279\u2013284"},{"key":"1723_CR37","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/42.363096","volume":"13","author":"AP Zijdenbos","year":"1994","unstructured":"Zijdenbos AP, Dawant BM, Margolin RA et al (1994) Morphometric analysis of white matter lesions in MR images: method and validation. IEEE Trans Med Imaging 13:716\u2013724","journal-title":"IEEE Trans Med Imaging"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1723-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-013-1723-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1723-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,19]],"date-time":"2024-05-19T16:50:40Z","timestamp":1716137440000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-013-1723-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,11,19]]},"references-count":37,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2015,3]]}},"alternative-id":["1723"],"URL":"https:\/\/doi.org\/10.1007\/s11042-013-1723-2","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,11,19]]}}}