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Efficient 3D Shape Matching and Retrieval using a Concrete Radialized Spherical Projection Representation

Abstract : We present a 3D shape retrieval methodology based on the theory of spherical harmonics. Using properties of spherical harmonics, scaling and axial flipping invariance is achieved. Rotation normalization is performed by employing the continuous principal component analysis along with a novel approach which applies PCA on the face normals of the model. The 3D model is decomposed into a set of spherical functions which represents not only the intersections of the corresponding surface with rays emanating from the origin but also points in the direction of each ray which are closer to the origin than the furthest intersection point. The superior performance of the proposed methodology is demonstrated through a comparison against state-of-the-art approaches on standard databases
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https://hal.inria.fr/hal-00758964
Contributor : Panagiotis Papadakis <>
Submitted on : Thursday, November 29, 2012 - 4:25:36 PM
Last modification on : Wednesday, September 26, 2018 - 4:32:03 PM
Long-term archiving on: : Saturday, December 17, 2016 - 5:41:21 PM

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Panagiotis Papadakis, Ioannis Pratikakis, S.J. Perantonis, Theoharis Theoharis. Efficient 3D Shape Matching and Retrieval using a Concrete Radialized Spherical Projection Representation. Pattern Recognition, Elsevier, 2007, ⟨10.1016/j.patcog.2006.12.026⟩. ⟨hal-00758964⟩

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