{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,20]],"date-time":"2025-04-20T23:10:04Z","timestamp":1745190604961,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642346538"},{"type":"electronic","value":"9783642346545"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34654-5_53","type":"book-chapter","created":{"date-parts":[[2012,11,15]],"date-time":"2012-11-15T10:33:06Z","timestamp":1352975586000},"page":"521-530","source":"Crossref","is-referenced-by-count":2,"title":["Hierarchical Markov Random Fields with Irregular Pyramids for Improving Image Annotation"],"prefix":"10.1007","author":[{"given":"Annette","family":"Morales-Gonz\u00e1lez","sequence":"first","affiliation":[]},{"given":"Edel","family":"Garc\u00eda-Reyes","sequence":"additional","affiliation":[]},{"given":"Luis Enrique","family":"Sucar","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"53_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1007\/3-540-45576-0_7","volume-title":"Digital and Image Geometry","author":"L. Brun","year":"2002","unstructured":"Brun, L., Kropatsch, W.: Introduction to Combinatorial Pyramids. In: Bertrand, G., Imiya, A., Klette, R. (eds.) Digital and Image Geometry. LNCS, vol.\u00a02243, pp. 108\u2013128. Springer, Heidelberg (2002)"},{"issue":"4","key":"53_CR2","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1016\/j.patcog.2005.10.015","volume":"39","author":"L. Brun","year":"2006","unstructured":"Brun, L., Kropatsch, W.: Contains and Inside Relationships within Combinatorial Pyramids. Pattern Recognition\u00a039(4), 515\u2013526 (2006)","journal-title":"Pattern Recognition"},{"issue":"2","key":"53_CR3","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1016\/j.patrec.2010.09.017","volume":"32","author":"Y. Cao","year":"2011","unstructured":"Cao, Y., Luo, Y., Yang, S.: Image Denoising Based on Hierarchical Markov Random Field. Pattern Recognition Letters\u00a032(2), 368\u2013374 (2011)","journal-title":"Pattern Recognition Letters"},{"key":"53_CR4","unstructured":"Carbonetto, P.: Unsupervised Statistical Models for General Object Recognition. Master\u2019s thesis, The Faculty of Graduate Studies, Dept. of Computer Science, Univ. of British Columbia, West Mall Vancouver, BC, Canada (2003)"},{"key":"53_CR5","doi-asserted-by":"crossref","unstructured":"Escalante, H.J., Montes, M., Sucar, E.: Word Co-occurrence and Markov Random Fields for Improving Automatic Image Annotation. In: 18th British Machine Vision Conf. (BMVC 2007), pp. 60.1\u201360.10 (2007)","DOI":"10.5244\/C.21.60"},{"key":"53_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-3-540-27868-9_36","volume-title":"Structural, Syntactic, and Statistical Pattern Recognition","author":"Y. Haxhimusa","year":"2004","unstructured":"Haxhimusa, Y., Kropatsch, W.: Segmentation Graph Hierarchies. In: Fred, A., Caelli, T.M., Duin, R.P., Campilho, A.C., de Ridder, D. (eds.) SSPR&SPR 2004. LNCS, vol.\u00a03138, pp. 343\u2013351. Springer, Heidelberg (2004)"},{"key":"53_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1007\/978-3-540-77129-6_74","volume-title":"Advances in Image and Video Technology","author":"C. Hern\u00e1ndez-Gracidas","year":"2007","unstructured":"Hern\u00e1ndez-Gracidas, C., Sucar, L.E.: Markov Random Fields and Spatial Information to Improve Automatic Image Annotation. In: Mery, D., Rueda, L. (eds.) PSIVT 2007. LNCS, vol.\u00a04872, pp. 879\u2013892. Springer, Heidelberg (2007)"},{"key":"53_CR8","doi-asserted-by":"crossref","unstructured":"Keuper, M., Schmidt, T., Rodriguez-Franco, M., Schamel, W., Brox, T., Burkhardt, H., Ronneberger, O.: Hierarchical Markov Random Fields for Mast Cell Segmentation in Electron Microscopic Recordings. In: 8th IEEE Intl. Symp. on Biomedical Imaging (ISBI 2011), pp. 973\u2013978. IEEE (2011)","DOI":"10.1109\/ISBI.2011.5872565"},{"key":"53_CR9","doi-asserted-by":"crossref","unstructured":"Kim, D.H., Yun, I.D., Lee, S.U.: New MRF Parameter Estimation Technique for Texture Image Segmentation Using Hierarchical GMRF Model Based on Random Spatial Interaction and Mean Field Theory. In: 18th Intl. Conf. on Pattern Recognition (ICPR 2006), vol.\u00a02, pp. 365\u2013368. IEEE (2006)","DOI":"10.1109\/ICPR.2006.856"},{"key":"53_CR10","doi-asserted-by":"crossref","unstructured":"Llorente, A., Manmatha, R., R\u00fcger, S.: Image Retrieval Using Markov Random Fields and Global Image Features. In: ACM Intl. Conf. on Image and Video Retrieval (CIVR 2010), pp. 243\u2013250. ACM (2010)","DOI":"10.1145\/1816041.1816078"},{"key":"53_CR11","doi-asserted-by":"crossref","unstructured":"Morales-Gonz\u00e1lez, A., Garc\u00eda-Reyes, E.: Simple Object Recognition Based on Spatial Relations and Visual Features Represented Using Irregular Pyramids. Multimedia Tools and Applications, 1\u201323 (2011) (in press), http:\/\/dx.doi.org\/10.1007\/s11042-011-0938-3","DOI":"10.1007\/s11042-011-0938-3"},{"issue":"8","key":"53_CR12","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J. Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized Cuts and Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(8), 888\u2013905 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"53_CR13","unstructured":"Spitzer, F.: Random Fields and Interacting Particle Systems. Mathematical Association of America (1971), Notes on Lectures Given at the 1971 MAA Summer Seminar, Williamstown, MA"},{"issue":"6","key":"53_CR14","doi-asserted-by":"publisher","first-page":"1068","DOI":"10.1109\/TPAMI.2007.70844","volume":"30","author":"R. Szeliski","year":"2008","unstructured":"Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M., Rother, C.: A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a030(6), 1068\u20131080 (2008)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"53_CR15","doi-asserted-by":"crossref","unstructured":"Xiang, Y., Zhou, X., Chua, T., Ngo, C.: A Revisit of Generative Model for Automatic Image Annotation Using Markov Random Fields. In: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2009), pp. 1153\u20131160 (2009)","DOI":"10.1109\/CVPR.2009.5206518"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence \u2013 IBERAMIA 2012"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34654-5_53","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,20]],"date-time":"2025-04-20T22:43:08Z","timestamp":1745188988000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-34654-5_53"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642346538","9783642346545"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34654-5_53","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}