3DPVT 2002 START ConferenceManager    

3D Mesh Wavelet Coding Using Efficient Model-based Bit Allocation

Frédéric PAYAN, Marc ANTONINI

Presented at 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), Padova, Italy, Jun 19-21, 2002


Abstract

In this paper, we propose an efficient low complexity compression scheme for finely detailled and densely sampled irregular 3D meshes. This scheme is based on 3D multiresolution analysis and includes a model-based bit allocation process across the wavelet coefficients subbands. Semi regular remeshing and Loop wavelet transform are used to produce 3D vector valued wavelet coefficients. We show that each coordinate of the 3D vectors of wavelet coefficients can be processed separately and statistically modeled by a generalized Gaussian distribution. The proposed model permits an efficient modelisation of the rate-distortion convex hull even a low bit rate and with a very low complexity. Our method involves: - a complexity reduction by the introduction of a model-based bit allocation; - good performances even at low bitrates. The original idea of our approach is the model-based bit allocation adapted to 3D wavelet coefficients and the use of EBCOT coder to efficiently encode the quantized coefficients. Results are compared to the state of the art method.


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