Quantization After Inter Prediction in Displacement Coding of Dynamic Meshes

Dynamic meshes reasonably represent time-varying 3D objects, but compression is required due to the large amount of data involved. One efficient framework decomposes a dynamic mesh into a base mesh and displacements using decimation and subdivision. The displacements are converted to levels by wavelet transforms and quantization, and they are coded by arithmetic coding. The levels of the current frame are predicted from the reference frame, and only the residuals are coded. However, quantization errors occur two times in the reference frame and the current frame since the coefficients of each frame are quantized before performing inter prediction. In this paper, we propose a method of quantizing the residuals obtained after applying inter prediction in order to reduce the amount of required data. The experimental results show that the proposed method yields improved coding efficiency and that the reconstructed mesh has no quality degradations.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/icip51287.2024.10648035
Citations
2
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.75

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article

Quantization After Inter Prediction in Displacement Coding of Dynamic Meshes

Hitoshi Nishimura, Haruhisa Kato, Kei Kawamura
2 citations
Advanced Numerical Analysis Techniques
0.75
article

Quantization After Inter Prediction in Displacement Coding of Dynamic Meshes

Hitoshi Nishimura, Haruhisa Kato, Kei Kawamura
article en
2 citations

Abstract

Dynamic meshes reasonably represent time-varying 3D objects, but compression is required due to the large amount of data involved. One efficient framework decomposes a dynamic mesh into a base mesh and displacements using decimation and subdivision. The displacements are converted to levels by wavelet transforms and quantization, and they are coded by arithmetic coding. The levels of the current frame are predicted from the reference frame, and only the residuals are coded. However, quantization errors occur two times in the reference frame and the current frame since the coefficients of each frame are quantized before performing inter prediction. In this paper, we propose a method of quantizing the residuals obtained after applying inter prediction in order to reduce the amount of required data. The experimental results show that the proposed method yields improved coding efficiency and that the reconstructed mesh has no quality degradations.

KDDI Research (Japan) (JP)
Ministry of Internal Affairs and Communications
Climate action
Openalex Percentile: Top 33%
Advanced Numerical Analysis Techniques
0.75
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Quantization After Inter Prediction in Displacement Coding of Dynamic Meshes — Hitoshi Nishimura, Haruhisa Kato, et al. · (2024) | TGRS Research Map | TGRS