Computing Confidence Values for Geometric Constraints for use in Sketch Recognition

Simple item page
dc.contributor.authorJohnston, Joshuaen_US
dc.contributor.authorHammond, Tracyen_US
dc.contributor.editorMarc Alexa and Ellen Yi-Luen Doen_US
dc.date.accessioned2014-01-28T18:11:44Z
dc.date.available2014-01-28T18:11:44Z
dc.date.issued2010en_US
dc.description.abstractGeometric constraints are used by many sketch recognition systems to perform high-level assembly of components of a sketch into semantic structures. However, with a few notable exceptions, most of the current recognition systems do not have constraints that use real-valued notions of confidence. We discuss methods for assigning confidence values to different kinds of constraints. We show how these confidence values equate to user perception, how they can be used to balance speed and accuracy in recognition algorithms, and how they can be used to assign confidence values to the high-level shapes they are used to construct. We use these constraints to extend the LADDER shape definition language in a system that recognizes 5,900 hand-drawn examples of 485 different military course-of-action diagrams at an accuracy of 89.9%.en_US
dc.description.seriesinformationEurographics Workshop on Sketch-Based Interfaces and Modelingen_US
dc.identifier.isbn978-3-905674-25-5en_US
dc.identifier.issn1812-3503en_US
dc.identifier.urihttps://doi.org/10.2312/SBM/SBM10/071-078en_US
dc.publisherThe Eurographics Associationen_US
dc.titleComputing Confidence Values for Geometric Constraints for use in Sketch Recognitionen_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
071-078.pdf
Size:
700.32 KB
Format:
Adobe Portable Document Format
Download
Collections
SBM10: Sketch Based Interfaces and Modeling 2010