Learning to classify human object sketches

SIGGRAPH 2009: Talks, 2011.

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Keywords:
binary human outline sketchhuman object sketchlarge-scale experimentobject category recognitionhuman sketchMore(7+)

Abstract:

We present ongoing work on object category recognition from binary human outline sketches. We first define a novel set of 187 "sketchable" object categories by extracting the labels of the most frequent objects in the LabelMe dataset. In a large-scale experiment, we then gather a dataset of over 5,500 human sketches, evenly distributed ov...More

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