Title :
3D mesh wavelet coding using efficient model-based bit allocation
Author :
Payan, Frédéric ; Antonini, Marc
Author_Institution :
13S Lab., Univ. of Nice-Sophia Antipolis, Sophia-Antipolis, France
Abstract :
In this paper, we propose an efficient low complexity geometry compression scheme for densely sampled irregular 3D meshes. This scheme is based on 3D multiresolution analysis (3D discrete wavelet transform) and includes a model-based bit allocation process across the wavelet subbands. Coordinates of 3D wavelet coefficients are processed separately and statistically modeled by a generalized Gaussian distribution. This permits an efficient allocation even at low bitrate with very low complexity. Moreover, we introduce predictive geometry coding of LF subbands by taking into account the correlation of the coarsest level coefficients. Finally, we use the EBCOT coder to efficiently encode the quantized coefficients.
Keywords :
Gaussian distribution; computational geometry; data compression; discrete wavelet transforms; image coding; image resolution; image sampling; mesh generation; prediction theory; statistical analysis; transform coding; 3D mesh; 3D multiresolution analysis; EBCOT coder; LF subbands; correlation; densely sampled irregular meshes; discrete wavelet transform; generalized Gaussian distribution; low complexity geometry compression; model-based bit allocation; predictive geometry coding; quantized coefficients; statistical model; wavelet coding; wavelet subbands; Bit rate; Computational geometry; Data processing; Data visualization; Gaussian distribution; Hafnium; Quantization; Rate distortion theory; Solid modeling; Wavelet coefficients;
Conference_Titel :
3D Data Processing Visualization and Transmission, 2002. Proceedings. First International Symposium on
Print_ISBN :
0-7695-1521-4
DOI :
10.1109/TDPVT.2002.1024089