{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T09:54:43Z","timestamp":1743069283096,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030730499"},{"type":"electronic","value":"9783030730505"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-73050-5_5","type":"book-chapter","created":{"date-parts":[[2021,4,16]],"date-time":"2021-04-16T13:16:33Z","timestamp":1618578993000},"page":"41-48","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Unsupervised Image Segmentation Using THMRF Model"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5657-4236","authenticated-orcid":false,"given":"Zitouni","family":"Mouna","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2622-901X","authenticated-orcid":false,"given":"Zribi","family":"Mourad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1665-5354","authenticated-orcid":false,"given":"Masmoudi","family":"Afif","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,4,17]]},"reference":[{"unstructured":"Ashutosh, S., Sung, H.C., Andrew, Y.: $$3-$$d depth reconstruction from a single still image. Int. J. Comput. Vis. 76(1), 53\u201369 (2008)","key":"5_CR1"},{"doi-asserted-by":"crossref","unstructured":"Abdelaziz, G., Masmoudi, A.: A compound Poisson model for learning discrete Bayesian networks . Acta Mathematica Scientia 33(6), 1767\u20131784 ( 2013 )","key":"5_CR2","DOI":"10.1016\/S0252-9602(13)60122-8"},{"unstructured":"El-Hachemi, G., Ramdane, M ., Samy, A.: Medical image segmentation on a cluster of PCs using Markov random fields. Int. J. New Comput. Archit. Appl. 3(1), 35\u201344 (2013). The Society of Digital Information and Wireless Communications","key":"5_CR3"},{"unstructured":"Hssine, A., Masmoudi, A., Gribi, A.: Tweedie regression model: a proposed statistical approach for modelling indoor signal path loss. Int. J. Numer. Model. 30(6), 1\u20139 (2017)","key":"5_CR4"},{"unstructured":"Jorgensen, B.: Exponential dispersion models (with discussion). J. Roy. Stat. Soc. Ser. B 49(2), 127\u2013162 (1987)","key":"5_CR5"},{"unstructured":"Shengyu, F., Yueyan, B., Hao, C., Yan, K., Qi, Y., Tao, T .:Unsupervised cerebrovascular segmentation of TOF-MRA images based on deep neural network and Hidden Markov random field model. Neuroinformat. J. 13 (2), 1\u201310 (2020)","key":"5_CR6"},{"doi-asserted-by":"crossref","unstructured":"Soares, A,R., Korting, T,S., Fonseca, L,M,G., Neves, A,K.: An unsupervised segmentation method for remote sensing imagery based on conditional random fields. In: IEEE Latin American GRSS and ISPRS Remote Sensing Conference (LAGIRS), pp. 1\u20137\u00a0(2020)","key":"5_CR7","DOI":"10.1109\/LAGIRS48042.2020.9165623"},{"doi-asserted-by":"crossref","unstructured":"Yongyue, Z., Michael, B., Stephen, S.: Segmentation of brain MR images through a Hidden Markov random field Model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging 20(1), 45\u201357 (2001)","key":"5_CR8","DOI":"10.1109\/42.906424"},{"doi-asserted-by":"crossref","unstructured":"Yin, J., Liu, X., Yang, J., Chu, C-Y.,Chang,Y-L.: PolSAR image classification based on statistical distribution and MRF. Remote Sens. 12(6), 1\u201323 \u00a0(2020)","key":"5_CR9","DOI":"10.3390\/rs12061027"},{"doi-asserted-by":"crossref","unstructured":"Zitouni, M., Zribi, M., Masmoudi, A.: Asymptotic properties of the estimator for a finite mixture of exponential dispersion models. Filomat 32(19), 1\u201324\u00a0 (2018)","key":"5_CR10","DOI":"10.2298\/FIL1819575Z"}],"container-title":["Advances in Intelligent Systems and Computing","Hybrid Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-73050-5_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,16]],"date-time":"2021-04-16T13:41:14Z","timestamp":1618580474000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-73050-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030730499","9783030730505"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-73050-5_5","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"17 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 December 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"his2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mirlabs.net\/his20\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}