Contour box: Rejecting object proposals without explicit closed contours
Refereed conference paper presented and published in conference proceedings

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AbstractClosed contour is an important objectness indicator. We propose a new measure subject to the completeness and tightness constraints, where the optimized closed contour should be tightly bounded within an object proposal. The closed contour measure is defined using closed path integral, and we solve the optimization problem efficiently in polar coordinate system with a global optimum guaranteed. Extensive experiments show that our method can reject a large number of false proposals, and achieve over 6% improvement in object recall at the challenging overlap threshold 0.8 on the VOC 2007 test dataset.
All Author(s) ListLu C., Liu S., Jia J., Tang C.-K.
Name of Conference15th IEEE International Conference on Computer Vision, ICCV 2015
Start Date of Conference11/12/2015
End Date of Conference18/12/2015
Place of ConferenceSantiago
Country/Region of ConferenceRepublic of Chile
Detailed descriptionorganized by IEEE,
Volume Number11-18-December-2015
Pages2021 - 2029
LanguagesEnglish-United Kingdom

Last updated on 2020-06-08 at 02:03