Adaptive Motion Vector Resolutions in Raw Plenoptic Video Coding
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초록

This paper addresses the unique challenges of compressing raw plenoptic video, in which the inherent hexagonal micro-image layout and sparse distribution of motion vectors (MVs) often diminish the coding efficiency of conventional block-based motion compensation. To mitigate excessive overhead from motion vector difference (MVD) signaling, we use three specialized MV resolutions: a hexagonal-lattice (HL) alignment that matches the micro-image structure, (2) an integer-pel resolution, and a quarter-pel resolution. We then develop a rate-distortion (RD)-optimized scheme that adaptively selects the most suitable MV resolution at the coding-unit level. By integrating our approach into the Versatile Video Coding (VVC) framework, the proposed method reduces MVD bits significantly while preserving high prediction accuracy. Experiments using two comprehensive plenoptic camera datasets — lenslet 1.0 and lenslet 2.0 — demonstrate substantial gains over the VVC anchor, achieving average Bjontegaard–Delta rate savings of 5.90% and 1.80%, respectively. These results confirm that combining HL and conventional resolutions in an RD-optimized manner substantially enhances temporal prediction for raw plenoptic video. © 2025 Institute of Electrical and Electronics Engineers Inc.. All rights reserved.

키워드

AMVRHexagonal LatticeLenslet VideoLight Field CompressionSelective MV resolution
제목
Adaptive Motion Vector Resolutions in Raw Plenoptic Video Coding
저자
Huu, Thuc NguyenVan Duong, VinhYim, JonghoonJeon, Byeungwoo
DOI
10.1109/OJSP.2025.3572840
발행일
2025-05
유형
Article
저널명
IEEE Open Journal of Signal Processing
6
페이지
917 ~ 925