3D mesh interest point detection using GISIFs and heat diffusion | IEEE Conference Publication | IEEE Xplore

3D mesh interest point detection using GISIFs and heat diffusion


Abstract:

To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive fe...Show More

Abstract:

To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points.
Date of Conference: 19-23 October 2015
Date Added to IEEE Xplore: 17 December 2015
ISBN Information:
Conference Location: Arequipa, Peru

References

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