{"title":"Interactive labeling of image segmentation hierarchies","oa_version":"None","date_published":"2012-01-01T00:00:00Z","page":"11 - 20","date_created":"2018-12-11T12:00:37Z","scopus_import":1,"user_id":"3E5EF7F0-F248-11E8-B48F-1D18A9856A87","publisher":"Springer","abstract":[{"lang":"eng","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. "}],"author":[{"first_name":"Georg","last_name":"Zankl","full_name":"Zankl, Georg"},{"full_name":"Haxhimusa, Yll","first_name":"Yll","last_name":"Haxhimusa"},{"first_name":"Adrian","last_name":"Ion","id":"29F89302-F248-11E8-B48F-1D18A9856A87","full_name":"Ion, Adrian"}],"month":"01","citation":{"short":"G. Zankl, Y. Haxhimusa, A. Ion, in:, Springer, 2012, pp. 11–20.","ieee":"G. Zankl, Y. Haxhimusa, and A. Ion, “Interactive labeling of image segmentation hierarchies,” presented at the Pattern Recognition, Graz, Austria, 2012, vol. 7476, pp. 11–20.","ista":"Zankl G, Haxhimusa Y, Ion A. 2012. Interactive labeling of image segmentation hierarchies. Pattern Recognition vol. 7476, 11–20.","apa":"Zankl, G., Haxhimusa, Y., &#38; Ion, A. (2012). Interactive labeling of image segmentation hierarchies (Vol. 7476, pp. 11–20). Presented at the Pattern Recognition, 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>","mla":"Zankl, Georg, et al. <i>Interactive Labeling of Image Segmentation Hierarchies</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>.","chicago":"Zankl, Georg, Yll Haxhimusa, and Adrian Ion. “Interactive Labeling of Image Segmentation Hierarchies,” 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: 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>"},"status":"public","day":"01","date_updated":"2021-01-12T07:40:10Z","language":[{"iso":"eng"}],"_id":"2971","year":"2012","volume":7476,"quality_controlled":"1","publication_status":"published","intvolume":"      7476","publist_id":"3737","department":[{"_id":"HeEd"}],"conference":{"end_date":"2012-08-31","name":"Pattern Recognition","location":"Graz, Austria","start_date":"2012-08-28"},"doi":"10.1007/978-3-642-32717-9_2","type":"conference"}