Interactive labeling of image segmentation hierarchies

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.

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Conference Paper | Published | English

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Author
Zankl, Georg; Haxhimusa, Yll; Ion, AdrianISTA
Department
Series Title
LNCS
Abstract
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.
Publishing Year
Date Published
2012-08-01
Proceedings Title
34th DAGM and 36th OAGM Symposium
Publisher
Springer
Volume
7476
Page
11 - 20
Conference
Pattern Recognition
Conference Location
Graz, Austria
Conference Date
2012-08-28 – 2012-08-31
eISSN
IST-REx-ID

Cite this

Zankl G, Haxhimusa Y, Ion A. Interactive labeling of image segmentation hierarchies. In: 34th DAGM and 36th OAGM Symposium. Vol 7476. Springer; 2012:11-20. doi:10.1007/978-3-642-32717-9_2
Zankl, G., Haxhimusa, Y., & Ion, A. (2012). Interactive labeling of image segmentation hierarchies. In 34th DAGM and 36th OAGM Symposium (Vol. 7476, pp. 11–20). Graz, Austria: Springer. https://doi.org/10.1007/978-3-642-32717-9_2
Zankl, Georg, Yll Haxhimusa, and Adrian Ion. “Interactive Labeling of Image Segmentation Hierarchies.” In 34th DAGM and 36th OAGM Symposium, 7476:11–20. Springer, 2012. https://doi.org/10.1007/978-3-642-32717-9_2.
G. Zankl, Y. Haxhimusa, and A. Ion, “Interactive labeling of image segmentation hierarchies,” in 34th DAGM and 36th OAGM Symposium, Graz, Austria, 2012, vol. 7476, 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.
Zankl, Georg, et al. “Interactive Labeling of Image Segmentation Hierarchies.” 34th DAGM and 36th OAGM Symposium, vol. 7476, Springer, 2012, pp. 11–20, doi:10.1007/978-3-642-32717-9_2.

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