conference paper published yes Georg Zankl author Yll Haxhimusa author Adrian Ion author 29F89302-F248-11E8-B48F-1D18A9856A87 HeEd department Pattern Recognition 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. Springer2012Graz, Austria eng 1611-334910.1007/978-3-642-32717-9_2 747611 - 20 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>. 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. 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>. 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> 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> G. Zankl, Y. Haxhimusa, A. Ion, in:, 34th DAGM and 36th OAGM Symposium, Springer, 2012, pp. 11–20. 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. 29712018-12-11T12:00:37Z2025-05-20T07:21:42Z