TY  - CONF
AV  - none
M2  - Paris, France
SN  - 978-1-4799-5751-4
ID  - eprints2237
EP  - 4741
SP  - 4737
TI  - Biharmonic density estimate - a scale space signature for deformable surfaces
N2  - A novel intrinsic geometric scale space formulation for 3D deformable surfaces termed as the Biharmonic Density Estimate (BDE) is proposed. The proposed BDE signature allows for multiscale surface feature-based representation of deformable 3D shapes for subsequent image and scene analysis. It is shown to provide an underlying theoretical framework for the concept of intrinsic geometric scale space, resulting in a highly descriptive characterization of both, the local surface structure and the global metric of the 3D shape. The compactness and robustness of the proposed BDE signature are demonstrated via a series of experiments and a key components detection application.
UR  - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7025960
A1  - Mukhopadhyay, Anirban
A1  - Bhandarkar, Suchendra M.
Y1  - 2014///
PB  - IEEE
T2  - IEEE International Conference on Image Processing (ICIP)
KW  - Eigenvalues and eigenfunctions; Geometry; Kernel; Robustness; Shape; Surface treatment; Three-dimensional displays
ER  -