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Line Drawing Labeling

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Synonyms

Interpretation of line drawings; Object recognition; Picture understanding

Definition

Line drawing labeling is an assignment of labels to lines in a line drawing according to the interpretation of the line drawing as a three-dimensional scene.

Background

Machine interpretation of a line drawing as a three-dimensional scene is one of the fundamental problems in computer vision. However, a line drawing is a collection of line segments in the plane and has no direct information about three-dimensional structures. Line drawing labeling is an effective method to find candidates of interpretations as three-dimensional scenes. Hence, this method is used as the first step for interpreting a line drawing. Once the labeling is obtained, the associated candidate of interpretation is analyzed in details to judge whether it is a correct interpretation.

Theory

The most basic version of line drawing labeling is an interpretation of a line drawing as a polyhedral scene viewed from a general...

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Sugihara, K. (2014). Line Drawing Labeling. In: Ikeuchi, K. (eds) Computer Vision. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-31439-6_390

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