{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:29:04Z","timestamp":1760171344034,"version":"3.40.2"},"reference-count":79,"publisher":"Chapman and Hall\/CRC","isbn-type":[{"type":"print","value":"9781439856840"},{"type":"electronic","value":"9781439856857"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,1,25]]},"DOI":"10.1201\/b11631-3","type":"book-chapter","created":{"date-parts":[[2012,3,5]],"date-time":"2012-03-05T12:22:43Z","timestamp":1330950163000},"page":"33-58","source":"Crossref","is-referenced-by-count":0,"title":["The Role of Soft Computing in Image Analysis"],"prefix":"10.1201","author":[{"given":"Alessio","family":"Ferone","sequence":"first","affiliation":[]},{"given":"Sankar","family":"Pal","sequence":"additional","affiliation":[]},{"given":"Alfredo","family":"Petrosino","sequence":"additional","affiliation":[]}],"member":"301","published-online":{"date-parts":[[2012,3,2]]},"reference":[{"key":"p_1","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(78)90009-2"},{"key":"p_2","doi-asserted-by":"crossref","unstructured":"C. Barna. Object labeling method using uncertainty measurement. InProc. Intl. Workshop on Soft Computing Applications, SOFA 09, pages225-228, 2009.","DOI":"10.1109\/SOFA.2009.5254846"},{"key":"p_3","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"Bezdek J.C.","year":"1981"},{"key":"p_4","first-page":"1305","volume":"03","author":"Byun O.","year":"2003","journal-title":"FUZZ"},{"key":"p_5","unstructured":"E.R. Caianiello. A calculus of hierarchical systems. InProc. 1st Inf. Congress on Pattern Recognition, 1973."},{"key":"p_6","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(92)90305-N"},{"key":"p_7","doi-asserted-by":"crossref","unstructured":"S. Changjing, D. Barnes, and S. Qiang. Effective feature selection for mars mcmurdo terrain image classification. InProc. Intl. Conf. on Intelligent Systems Design and Applications, ISDA 09, pages1419-1424, 2009.","DOI":"10.1109\/ISDA.2009.105"},{"volume-title":"Handbook of Genetic Algorithm","year":"1991","author":"Davis L.","key":"p_8"},{"key":"p_9","first-page":"103","volume":"1","author":"Cock M. De","year":"2004","journal-title":"Proc. IEEE International Conference on Fuzzy Systems"},{"key":"p_10","doi-asserted-by":"crossref","unstructured":"W. Dong, Q. Yu, C.N. Zhang, and H. Li. Image quality assessment using rough fuzzy integrals. InProc. 27th International Conference on Distributed Computing Systems Workshops, ICDCSW 2007, pages1-5, 2007.","DOI":"10.1109\/ICDCSW.2007.114"},{"key":"p_11","doi-asserted-by":"publisher","DOI":"10.1080\/03081079008935107"},{"volume-title":"Advances in Knowledge Discovery and Data Mining","year":"1996","author":"Fayyad U.M.","key":"p_12"},{"key":"p_13","doi-asserted-by":"crossref","unstructured":"H. Frigui. Adaptive image retrieval using the fuzzy integral. InProc. NAFIPS 1999, pages575-579, 1999.","DOI":"10.1109\/NAFIPS.1999.781759"},{"key":"p_14","doi-asserted-by":"crossref","unstructured":"X. Gao, B. Han, and H. Ji. A shot boundary detection method for news video based on rough sets and fuzzy clustering. In Image Analysis and Recognition, LNCS, volume3656, pages231-238. 2005.","DOI":"10.1007\/11559573_29"},{"volume-title":"Genetic Algorithms in Search, Optimization and Machine Learning","year":"1989","author":"Goldberg D.E.","key":"p_15"},{"issue":"7","key":"p_16","first-page":"101","volume":"11","author":"Han B.","year":"2005","journal-title":"International Journal of Information Technology"},{"issue":"2","key":"p_17","first-page":"172","volume":"25","author":"Hassanien A.E.","year":"2007","journal-title":"Elsevier"},{"volume-title":"Neural Networks: A Comprehensive Foundation","year":"1994","author":"Haykin S.","key":"p_18"},{"volume-title":"Adaption in Natural and Artificial Systems","year":"1975","author":"Holland J.H.","key":"p_19"},{"key":"p_20","doi-asserted-by":"crossref","unstructured":"L. Jiangping, P. Baochang, and W. Yuke. Tongue image segmentation based on fuzzy rough sets. InProc. Intl. Conf. on Environmental Science and Information Application Technology, ESIAT 09, 3: 367-369,2009.","DOI":"10.1109\/ESIAT.2009.211"},{"key":"p_21","doi-asserted-by":"crossref","unstructured":"L. Jiangping and W. Yuke. A shortest path algorithm of image segmentation based on fuzzy-rough grid. InProc. Intl. Conf. on Computational Intelligence and Software Engineering, CiSE 09, pages1-4, 2009.","DOI":"10.1109\/CISE.2009.5366240"},{"key":"p_22","doi-asserted-by":"crossref","unstructured":"M. Juneja, E. Walia, P.S. Sandhu, and R. Mohana. Implementation and comparative analysis of rough set, artificial neural network (ann) and fuzzyrough classifiers for satellite image classification. InProc. Intl. Conf. on Intelligent Agent & Multi-Agent Systems, IAMA 09, pages1-6, 2009.","DOI":"10.1109\/IAMA.2009.5228037"},{"volume-title":"Fuzzy Sets and Fuzzy logic, Theory and Applications","year":"1995","author":"Klir G.J.","key":"p_23"},{"key":"p_24","doi-asserted-by":"crossref","unstructured":"S. Kumar, S. Atri, and L. Mandoria. A combined classifier to detect landmines using rough set theory and Hebb net learning & fuzzy filter as neural networks. InProc. Intl. Conf. on Signal Processing Systems, pages423-427, 2009.","DOI":"10.1109\/ICSPS.2009.105"},{"key":"p_25","doi-asserted-by":"publisher","DOI":"10.1109\/69.553163"},{"key":"p_26","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.906578"},{"key":"p_27","doi-asserted-by":"crossref","unstructured":"D. Malyszko and J. Stepaniuk. Standard and fuzzy rough entropy clustering algorithms in image segmentation. In C.C. Chan, J. Grzymala-Busse, and W. Ziarko, Editors, Rough Sets and Current Trends in Computing, LNCS, volume5306, pages409-418. Springer Berlin \/ Heidelberg, 2008.","DOI":"10.1007\/978-3-540-88425-5_42"},{"key":"p_28","doi-asserted-by":"publisher","DOI":"10.1117\/1.1629685"},{"volume-title":"Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions","year":"2001","author":"Mendel J.M.","key":"p_29"},{"key":"p_30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2003.08.017"},{"key":"p_31","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.863371"},{"key":"p_32","first-page":"300","volume":"5009","author":"Mitra S.","year":"2008","journal-title":"LNCS"},{"key":"p_33","doi-asserted-by":"publisher","DOI":"10.1109\/72.977258"},{"key":"p_34","doi-asserted-by":"crossref","first-page":"1529","DOI":"10.1109\/ICSMC.2000.886073","volume":"2","author":"Mohabey A.","year":"2000","journal-title":"Proc. IEEE Intl. Conf. on Systems Man and Cybernetics"},{"key":"p_35","doi-asserted-by":"crossref","unstructured":"A. Mohabey and A.K. Ray. Rough set theory based segmentation of color images. InProc. 19th International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2000, pages338-342, 2000.","DOI":"10.1109\/NAFIPS.2000.877448"},{"key":"p_36","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-61286-6_169"},{"key":"p_37","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2008.2010820"},{"key":"p_38","doi-asserted-by":"crossref","unstructured":"O. Nasraoui, R. Krishnapuram, and A. Joshi. Relational clustering based on a new robust estimator with application to web mining. InProc. 18th International Conference of the North American Fuzzy Information Processing Society, NAFIPS 1999, pages705-709, 1999.","DOI":"10.1109\/NAFIPS.1999.781785"},{"key":"p_39","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1979.4310076"},{"key":"p_40","doi-asserted-by":"publisher","DOI":"10.1142\/S0219467801000128"},{"key":"p_41","doi-asserted-by":"crossref","unstructured":"S.K. Pal. Rough-fuzzy granulation, rough entropy and image segmentation. InProc. First Asia International Conference on Modelling & Simulation, AMS 07, pages3-6, 2007.","DOI":"10.1109\/AMS.2007.84"},{"key":"p_42","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-7908-1858-1","volume-title":"Soft Computing for Image Processing","author":"Pal S.K.","year":"2000"},{"key":"p_43","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.803716"},{"volume-title":"Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing","year":"1999","author":"Pal S.K.","key":"p_44"},{"key":"p_45","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.05.007"},{"key":"p_46","doi-asserted-by":"publisher","DOI":"10.1007\/BF01001956"},{"volume-title":"Theoretical Aspects of Reasoning about Data","year":"1991","author":"Pawlak Z.","key":"p_47"},{"volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","year":"1988","author":"Pearl J.","key":"p_48"},{"key":"p_49","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(96)00027-X"},{"key":"p_50","first-page":"179","volume-title":"Rough-Fuzzy Hybridization: A New Trend in Decision Making","author":"Pedrycz W.","year":"1999"},{"key":"p_51","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2008.11.011"},{"key":"p_52","unstructured":"A. Petrosino and M. Ceccarelli. Unsupervised texture discrimination based on rough fuzzy sets and parallel hierarchical clustering. InProc. IEEE International Conference on Pattern Recognition, pages1100-1103, 2000."},{"key":"p_53","first-page":"657","volume":"2","author":"Petrosino A.","year":"1993","journal-title":"Proc. Intl. Conf. Systems Engineering in the Service of Humans"},{"key":"p_54","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1007\/978-3-642-19820-5_4","volume":"13","author":"Petrosino A.","year":"2011","journal-title":"Granular Computing and Intelligent Systems: Design with Information Granules of Higher Order and Higher Type"},{"key":"p_55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2005.06.015"},{"key":"p_56","unstructured":"A. Petrosino and G. Salvi. A rough fuzzy neural based approach to face detection. InProc. Intl. Conf. on Image Processing, Computer Vision and Pattern Recognition, IPCV'10, 2010."},{"key":"p_57","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-7908-1883-3","volume-title":"Rough Sets in Knowledge Discovery 1 and 2","author":"Polkowski L.","year":"1998"},{"key":"p_58","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(01)00032-X"},{"key":"p_59","doi-asserted-by":"crossref","unstructured":"S. Russell and W. Lodwick. Fuzzy clustering in data mining for telco database marketing campaigns. InProc. 18th International Conference of the North American Fuzzy Information Processing Society, NAFIPS 1999, pages720-726, 1999.","DOI":"10.1109\/NAFIPS.1999.781788"},{"key":"p_60","first-page":"483","volume":"75","author":"Sen D.","year":"2007","journal-title":"Fundamenta Informaticae"},{"key":"p_61","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.2005527"},{"key":"p_62","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.1995.tb00038.x"},{"key":"p_63","doi-asserted-by":"crossref","unstructured":"C. Shang and Q. Shen. Aiding neural network based image classification with fuzzy-rough feature selection. InProc. IEEE Intl. Conf. on Fuzzy Systems FUZZ-IEEE 2008 - IEEE World Congress on Computational Intelligence, pages976-982, 2008.","DOI":"10.1109\/FUZZY.2008.4630488"},{"key":"p_64","doi-asserted-by":"crossref","unstructured":"H. Shi, Y. Shen, and Z. Liu. Hyperspectral bands reduction based on rough sets and fuzzy c-means clustering. InProc. 20th IEEE IMTC 03, 2:1053-1056,2003.","DOI":"10.1109\/IMTC.2003.1207913"},{"key":"p_66","doi-asserted-by":"publisher","DOI":"10.1109\/72.728352"},{"key":"p_67","doi-asserted-by":"crossref","unstructured":"I.B. Turksen. Fuzzy data mining and expert system development. InProc. IEEE Int. Conf. Syst., Man, Cybern., pages2057-2061, 1998.","DOI":"10.1109\/ICSMC.1998.728201"},{"key":"p_68","doi-asserted-by":"crossref","unstructured":"D. Wang and M. Wu. Binary fuzzy rough set model based on triangle modulus and its application to image processing. InProc. IEEE Intl. Conf. on Cognitive Informatics, ICCI 09, pages249-255, 2009.","DOI":"10.1109\/COGINF.2009.5250738"},{"key":"p_69","doi-asserted-by":"publisher","DOI":"10.1007\/11539506_47"},{"key":"p_70","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(02)00379-1"},{"key":"p_71","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(89)90197-8"},{"key":"p_72","doi-asserted-by":"crossref","unstructured":"G. Xian and B. Zeng. A novel hybrid model for information processing basing on rough sets and fuzzy SVM. InProc. Intl. Conf. on Multimedia and Ubiquitous Engineering, MUE'08, pages320-323, 2008.","DOI":"10.1109\/MUE.2008.68"},{"key":"p_73","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-1461-5_15"},{"key":"p_74","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2004.841734"},{"key":"p_75","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"p_76","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.12.003"},{"key":"p_77","doi-asserted-by":"crossref","unstructured":"W. Zhang, C. Li, and Y. Zhang. A new hybrid algorithm for image segmentation based on rough sets and enhanced fuzzy c-means clustering. InProc. IEEE Intl. Conf. on Automation and Logistics, ICAL'09, pages1212-1216, 2009.","DOI":"10.1109\/ICAL.2009.5262701"},{"key":"p_78","first-page":"772","volume":"3213","author":"Zheng Z.","year":"2004","journal-title":"LNCS"},{"key":"p_79","doi-asserted-by":"crossref","unstructured":"L. Zhou, W. Li, and Y. Wu. Face recognition based on fuzzy rough set reduction. InProc. International Conference on Hybrid Information Technology, ICHIT'06, 1:642-646,2006.","DOI":"10.1109\/ICHIT.2006.253559"},{"key":"p_80","first-page":"283","volume":"3641","author":"Ziarko W.","year":"2005","journal-title":"LNCS"}],"container-title":["Chapman & Hall\/CRC Cryptography and Network Security Series","Handbook on Soft Computing for Video Surveillance"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,3,22]],"date-time":"2025-03-22T10:38:51Z","timestamp":1742639931000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.crcnetbase.com\/doi\/abs\/10.1201\/b11631-3"}},"subtitle":["Rough-Fuzzy Approach"],"short-title":[],"issued":{"date-parts":[[2012,1,25]]},"ISBN":["9781439856840","9781439856857"],"references-count":79,"alternative-id":["10.1201\/b11631-3","10.1201\/CHCRYNETSEC","10.1201\/b11631"],"URL":"https:\/\/doi.org\/10.1201\/b11631-3","relation":{},"ISSN":["2154-4670"],"issn-type":[{"type":"print","value":"2154-4670"}],"subject":[],"published":{"date-parts":[[2012,1,25]]}}}