Residual Quantization 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, the residual tends to be large 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 improves coding efficiency (BD-Rate: -0.3 %) and that the reconstructed mesh has no quality degradations.

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Publication Details

Journal
IEICE Transactions on Information and Systems
Published
2025-06-30
DOI
https://doi.org/10.1587/transinf.2024edp7256
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Residual Quantization in Displacement Coding of Dynamic Meshes

Hitoshi Nishimura, Haruhisa Kato, Kei Kawamura
IEICE Transactions on Information and Systems
Advanced Numerical Analysis Techniques
article

Residual Quantization in Displacement Coding of Dynamic Meshes

Hitoshi Nishimura, Haruhisa Kato, Kei Kawamura
article en

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, the residual tends to be large 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 improves coding efficiency (BD-Rate: -0.3 %) and that the reconstructed mesh has no quality degradations.

IEICE Transactions on Information and SystemsVol. E109.D(1)
KDDI Research (Japan) (JP)
Ministry of Internal Affairs and Communications
Openalex Percentile: Top 84%
Advanced Numerical Analysis Techniques
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Residual Quantization in Displacement Coding of Dynamic Meshes — Hitoshi Nishimura, Haruhisa Kato, et al. · IEICE Transactions on Information and Systems (2025) | TGRS Research Map | TGRS