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Y. Haxhimusa:
"Interactive Labeling of Image Segmentation Hierarchies";
Talk: Statistische Woche 2012, Wien; 2012-09-18 - 2012-09-21; in: "Statistische Woche", (2012), 71 - 72.

We study the task of interactive semantic labeling of a given segmentation hierarchy and
present a framework consisting of two parts: an automatic component, based on a Conditional
Random Field whose dependencies are de ned by the inclusion tree of the segmentation
hierarchy, and a feedback-loop provided by a human user. Experiments on two data sets
show higher classi cation rates for the proposed framework than a baseline, that classi es
all segments independently.