{"doi":"10.1007/978-3-642-32717-9_2","abstract":[{"text":"We study the task of interactive semantic labeling of a segmentation hierarchy. To this end we propose a framework interleaving two components: an automatic labeling step, based on a Conditional Random Field whose dependencies are defined by the inclusion tree of the segmentation hierarchy, and an interaction step that integrates incremental input from a human user. Evaluated on two distinct datasets, the proposed interactive approach efficiently integrates human interventions and illustrates the advantages of structured prediction in an interactive framework. ","lang":"eng"}],"publication_identifier":{"eissn":["1611-3349"],"eisbn":["9783642327179"]},"volume":7476,"date_updated":"2025-05-20T07:21:42Z","scopus_import":"1","type":"conference","department":[{"_id":"HeEd"}],"publication_status":"published","_id":"2971","page":"11 - 20","OA_type":"closed access","date_created":"2018-12-11T12:00:37Z","publisher":"Springer","status":"public","conference":{"start_date":"2012-08-28","name":"Pattern Recognition","location":"Graz, Austria","end_date":"2012-08-31"},"publist_id":"3737","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","quality_controlled":"1","article_processing_charge":"No","title":"Interactive labeling of image segmentation hierarchies","citation":{"short":"G. Zankl, Y. Haxhimusa, A. Ion, in:, 34th DAGM and 36th OAGM Symposium, Springer, 2012, pp. 11–20.","ista":"Zankl G, Haxhimusa Y, Ion A. 2012. Interactive labeling of image segmentation hierarchies. 34th DAGM and 36th OAGM Symposium. Pattern Recognition, LNCS, vol. 7476, 11–20.","ieee":"G. Zankl, Y. Haxhimusa, and A. Ion, “Interactive labeling of image segmentation hierarchies,” in <i>34th DAGM and 36th OAGM Symposium</i>, Graz, Austria, 2012, vol. 7476, pp. 11–20.","mla":"Zankl, Georg, et al. “Interactive Labeling of Image Segmentation Hierarchies.” <i>34th DAGM and 36th OAGM Symposium</i>, vol. 7476, Springer, 2012, pp. 11–20, doi:<a href=\"https://doi.org/10.1007/978-3-642-32717-9_2\">10.1007/978-3-642-32717-9_2</a>.","apa":"Zankl, G., Haxhimusa, Y., &#38; Ion, A. (2012). Interactive labeling of image segmentation hierarchies. In <i>34th DAGM and 36th OAGM Symposium</i> (Vol. 7476, pp. 11–20). Graz, Austria: Springer. <a href=\"https://doi.org/10.1007/978-3-642-32717-9_2\">https://doi.org/10.1007/978-3-642-32717-9_2</a>","chicago":"Zankl, Georg, Yll Haxhimusa, and Adrian Ion. “Interactive Labeling of Image Segmentation Hierarchies.” In <i>34th DAGM and 36th OAGM Symposium</i>, 7476:11–20. Springer, 2012. <a href=\"https://doi.org/10.1007/978-3-642-32717-9_2\">https://doi.org/10.1007/978-3-642-32717-9_2</a>.","ama":"Zankl G, Haxhimusa Y, Ion A. Interactive labeling of image segmentation hierarchies. In: <i>34th DAGM and 36th OAGM Symposium</i>. Vol 7476. Springer; 2012:11-20. doi:<a href=\"https://doi.org/10.1007/978-3-642-32717-9_2\">10.1007/978-3-642-32717-9_2</a>"},"intvolume":"      7476","alternative_title":["LNCS"],"language":[{"iso":"eng"}],"oa_version":"None","author":[{"first_name":"Georg","last_name":"Zankl","full_name":"Zankl, Georg"},{"last_name":"Haxhimusa","first_name":"Yll","full_name":"Haxhimusa, Yll"},{"full_name":"Ion, Adrian","id":"29F89302-F248-11E8-B48F-1D18A9856A87","last_name":"Ion","first_name":"Adrian"}],"publication":"34th DAGM and 36th OAGM Symposium","month":"08","date_published":"2012-08-01T00:00:00Z","day":"01","year":"2012"}