---
OA_type: closed access
_id: '2971'
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. '
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Georg
  full_name: Zankl, Georg
  last_name: Zankl
- first_name: Yll
  full_name: Haxhimusa, Yll
  last_name: Haxhimusa
- first_name: Adrian
  full_name: Ion, Adrian
  id: 29F89302-F248-11E8-B48F-1D18A9856A87
  last_name: Ion
citation:
  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>'
  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>.
  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.
  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.
  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>.
  short: G. Zankl, Y. Haxhimusa, A. Ion, in:, 34th DAGM and 36th OAGM Symposium, Springer,
    2012, pp. 11–20.
conference:
  end_date: 2012-08-31
  location: Graz, Austria
  name: Pattern Recognition
  start_date: 2012-08-28
date_created: 2018-12-11T12:00:37Z
date_published: 2012-08-01T00:00:00Z
date_updated: 2025-05-20T07:21:42Z
day: '01'
department:
- _id: HeEd
doi: 10.1007/978-3-642-32717-9_2
intvolume: '      7476'
language:
- iso: eng
month: '08'
oa_version: None
page: 11 - 20
publication: 34th DAGM and 36th OAGM Symposium
publication_identifier:
  eisbn:
  - '9783642327179'
  eissn:
  - 1611-3349
publication_status: published
publisher: Springer
publist_id: '3737'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Interactive labeling of image segmentation hierarchies
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7476
year: '2012'
...