{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T16:22:42Z","timestamp":1782404562803,"version":"3.54.5"},"reference-count":33,"publisher":"Elsevier BV","issue":"16","license":[{"start":{"date-parts":[[2012,12,1]],"date-time":"2012-12-01T00:00:00Z","timestamp":1354320000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Recognition Letters"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1016\/j.patrec.2012.07.009","type":"journal-article","created":{"date-parts":[[2012,7,23]],"date-time":"2012-07-23T18:47:04Z","timestamp":1343069224000},"page":"2245-2253","source":"Crossref","is-referenced-by-count":5,"title":["Combining boundary and region features inside the combinatorial pyramid for topology-preserving perceptual image segmentation"],"prefix":"10.1016","volume":"33","author":[{"given":"Esther","family":"Ant\u00fanez","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rebeca","family":"Marfil","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio","family":"Bandera","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.patrec.2012.07.009_b0005","first-page":"149300","article-title":"Slic superpixels","author":"Achanta","year":"2010","journal-title":"EPFL Tech. Report"},{"key":"10.1016\/j.patrec.2012.07.009_b0010","unstructured":"Ant\u00fanez E., Marfil R., Bandera A., 2011a, Region correspondence using Combinatorial Pyramids, In: Proc. 1st Workshop on Recognition and Action for Scene Understanding (REACTS2011), SPICUM, pp. 13\u201324."},{"key":"10.1016\/j.patrec.2012.07.009_b0015","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1007\/978-3-642-24085-0_34","article-title":"A new perceptual-based segmentation approach using Combinatorial Pyramids","volume":"6978","author":"Ant\u00fanez","year":"2011","journal-title":"Lect. Notes Computer Sci."},{"key":"10.1016\/j.patrec.2012.07.009_b0020","unstructured":"Arbel\u00e1ez, P., 2006. Boundary extraction in natural images using ultrametric contour maps. In: Proc. 5th IEEE Workshop on Perceptual Organization in Computer Vision 1, pp. 82\u2013189."},{"issue":"5","key":"10.1016\/j.patrec.2012.07.009_b0025","doi-asserted-by":"crossref","first-page":"898","DOI":"10.1109\/TPAMI.2010.161","article-title":"Contour detection and hierarchical image segmentation","volume":"33","author":"Arbel\u00e1ez","year":"2011","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"issue":"11","key":"10.1016\/j.patrec.2012.07.009_b0030","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1109\/34.16711","article-title":"Hierarchy in picture segmentation: A stepwise optimization approach","author":"Beaulieu","year":"1989","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"key":"10.1016\/j.patrec.2012.07.009_b0035","unstructured":"Boruvka, O., 1926. O jistem problemu minimalnim. Prace Mor. Prirodved. Spol. v Brne (Acta Societ. Scienc. Natur. Moravicae), 3, p. 1926."},{"key":"10.1016\/j.patrec.2012.07.009_b0040","unstructured":"Brox, T., Farin, D., de With, P., 2001. Multi-stage region merging for image segmentation. In: Proc. 22nd Symposium on Information Theory in the Benelux, 189-196, Werkgemeenschap voor Informatie \u2013 en Communicatietheorie."},{"key":"10.1016\/j.patrec.2012.07.009_b0045","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1007\/3-540-45576-0_7","article-title":"Introduction to combinatorial pyramids","volume":"2243","author":"Brun","year":"2001","journal-title":"Lect. Notes Comput. Sci."},{"issue":"4","key":"10.1016\/j.patrec.2012.07.009_b0050","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1016\/j.patcog.2005.10.015","article-title":"Contains and Inside relationships within combinatorial Pyramids","volume":"39","author":"Brun","year":"2006","journal-title":"Pattern Recognit."},{"key":"10.1016\/j.patrec.2012.07.009_b0055","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1007\/978-3-540-31965-8_4","article-title":"Hierarchical matching using combinatorial pyramid framework","volume":"vol. 5099","author":"Brun","year":"2008"},{"key":"10.1016\/j.patrec.2012.07.009_b0060","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/S1047-3203(03)00023-3","article-title":"Incremental modifications on segmented image defined by discrete maps","volume":"14","author":"Brun","year":"2003","journal-title":"J. Visual Comm. Image Represent."},{"key":"10.1016\/j.patrec.2012.07.009_b0065","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1007\/3-540-45576-0_7","article-title":"Hierarchical watersheds within the combinatorial pyramid framework","volume":"3429","author":"Brun","year":"2005","journal-title":"Lect. Notes Comput. Sci."},{"key":"10.1016\/j.patrec.2012.07.009_b0070","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s006070050029","article-title":"A minimal line property preserving representation of line images","volume":"62","author":"Burge","year":"1999","journal-title":"Computing"},{"key":"10.1016\/j.patrec.2012.07.009_b0075","series-title":"Proceedings of the 16th International Conference on Pattern Recognition","first-page":"150","article-title":"Synergism in low level vision","author":"Christoudias","year":"2002"},{"issue":"5","key":"10.1016\/j.patrec.2012.07.009_b0080","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1109\/34.1000236","article-title":"Mean shift: A robust approach toward feature space analysis","volume":"24","author":"Comaniciu","year":"2002","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.patrec.2012.07.009_b0085","first-page":"1124","article-title":"Spectral segmentation with multiscale graph decomposition","volume":"2","author":"Cour","year":"2005","journal-title":"Proc. IEEE CS Conf. Comput. Vision Pattern Recognition"},{"issue":"2","key":"10.1016\/j.patrec.2012.07.009_b0090","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1023\/B:VISI.0000022288.19776.77","article-title":"Efficient graph-based image segmentation","volume":"59","author":"Felzenszwalb","year":"2004","journal-title":"Internat. J. Comput. Vision"},{"key":"10.1016\/j.patrec.2012.07.009_b0095","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/978-3-540-27868-9_36","article-title":"Segmentation graph hierarchies","volume":"3138","author":"Haxhimusa","year":"2004","journal-title":"Lect. Notes Comput. Sci."},{"key":"10.1016\/j.patrec.2012.07.009_b0100","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1007\/978-3-540-27868-9_36","article-title":"Evaluating graph-based segmentation algorithms","volume":"vol. 2","author":"Haxhimusa","year":"2006"},{"key":"10.1016\/j.patrec.2012.07.009_b0105","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1007\/11815921_19","article-title":"Considerations regarding the minimum spanning tree pyramid segmentation method","volume":"4109","author":"Ion","year":"2006","journal-title":"Lect. Notes Comput. Sci."},{"key":"10.1016\/j.patrec.2012.07.009_b0110","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1049\/ip-vis:19952115","article-title":"Building irregular pyramids by dual graph contraction","volume":"142","author":"Kropatsch","year":"1995","journal-title":"IEEE Proc. Vision Image Signal Process."},{"key":"10.1016\/j.patrec.2012.07.009_b0115","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1016\/S0031-3203(01)00230-8","article-title":"Finding a small number of regions in an image using low-level features","volume":"35","author":"Lau","year":"2002","journal-title":"Pattern Recognition"},{"issue":"12","key":"10.1016\/j.patrec.2012.07.009_b0120","doi-asserted-by":"crossref","first-page":"2290","DOI":"10.1109\/TPAMI.2009.96","article-title":"Turbopixels: Fast superpixels using geometric flows","volume":"31","author":"Levinshtein","year":"2009","journal-title":"IEEE Trans. on Pattern Analysis Machine Intell."},{"key":"10.1016\/j.patrec.2012.07.009_b0125","unstructured":"Maire, M.R., 2009. Contour Detection and Image Segmentation. PhD Thesis EECS Department, University of California, Berkeley."},{"key":"10.1016\/j.patrec.2012.07.009_b0130","first-page":"416","article-title":"A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics","volume":"vol. 2","author":"Martin","year":"2001"},{"issue":"1","key":"10.1016\/j.patrec.2012.07.009_b0135","first-page":"1","article-title":"Learning to detect natural image boundaries using local brightness, color, and texture cues","volume":"26","author":"Martin","year":"2004","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"key":"10.1016\/j.patrec.2012.07.009_b0140","series-title":"Space, Structure and Randomness","article-title":"Morphological segmentation revisited","author":"Meyer","year":"2005"},{"issue":"2","key":"10.1016\/j.patrec.2012.07.009_b0145","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.1109\/34.546254","article-title":"Geodesic saliency of watershed contours and hierarchical segmentation","volume":"18","author":"Najman","year":"1996","journal-title":"IEEE Trans. Pattern Analysis Machine Intell."},{"key":"10.1016\/j.patrec.2012.07.009_b0150","first-page":"10","article-title":"Learning a classification model for segmentation","volume":"vol. 1","author":"Ren","year":"2003"},{"key":"10.1016\/j.patrec.2012.07.009_b0155","first-page":"211","article-title":"Superpixels and supervoxels in an energy optimization framework","volume":"vol. 5","author":"Veksler","year":"2010"},{"key":"10.1016\/j.patrec.2012.07.009_b0160","doi-asserted-by":"crossref","first-page":"1100","DOI":"10.1016\/j.patrec.2011.02.021","article-title":"A polynomial algorithm for submap isomorphism of general maps","volume":"32","author":"Wang","year":"2011","journal-title":"Pattern Recognition Lett."},{"key":"10.1016\/j.patrec.2012.07.009_b0165","first-page":"313","article-title":"Multiclass spectral clustering","volume":"vol. 1","author":"Yu","year":"2003"}],"container-title":["Pattern Recognition Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167865512002310?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167865512002310?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T11:54:41Z","timestamp":1561982081000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0167865512002310"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":33,"journal-issue":{"issue":"16","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["S0167865512002310"],"URL":"https:\/\/doi.org\/10.1016\/j.patrec.2012.07.009","relation":{},"ISSN":["0167-8655"],"issn-type":[{"value":"0167-8655","type":"print"}],"subject":[],"published":{"date-parts":[[2012,12]]}}}