6533b82cfe1ef96bd128fea8

RESEARCH PRODUCT

MESH COMPARISON USING ATTRIBUTE DEVIATION METRIC

Michaël RoyFrederic TruchetetSebti Foufou

subject

Surface (mathematics)Mathematical optimizationMetric (mathematics)3-dimensional matchingPolygon meshComputer Vision and Pattern RecognitionTexture (music)Computer Graphics and Computer-Aided DesignAlgorithmComputingMethodologies_COMPUTERGRAPHICSComputer Science ApplicationsMathematics

description

We propose a mesh comparison method using a new attribute deviation metric. The considered meshes contain geometrical and appearance attributes (material color, texture, temperature, etc.). The proposed deviation metric computes local differences between the attributes of two meshes. A mesh comparison assessment can be done easily and quickly using this metric. The techniques proposed are applicable in a number of ways, e.g. 3D matching and registration, and the example described in the paper is the simplification of a surface by iteratively reducing its complexity according to an error metric. The results are presented showing the success of the algorithm through comparisons with other measures and with three different simplification algorithms.

https://doi.org/10.1142/s0219467804001324