Dual-Attention-Based Block Matching for Dynamic Point Cloud Compression
Journal of ImagingThe irregular and highly non-uniform spatial distribution inherent to dynamic three-dimensional (3D) point clouds (DPCs) severely hampers the extraction of reliable temporal context, rendering inter-frame compression a formidable challenge.
Longhua Sun, Yingrui Wang, Qing Zhu
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Simple Grid-Based Refinement Segmentation Algorithm for MPEG Video-Based Point Cloud Compression
IEEE AccessIn this paper, we proposed two simple refinement segmentation algorithms that can provide options to improve the computational complexity of the Video-based Point Cloud Compression (V-PCC) encoder.
Qiong Jia +3 more
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Optimized quantization parameter selection for video-based point cloud compression [PDF]
Frontiers in Signal ProcessingPoint clouds are sets of points used to visualize three-dimensional (3D) objects. Point clouds can be static or dynamic. Each point is characterized by its 3D geometry coordinates and attributes such as color.
Hui Yuan +6 more
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Fast Decision Making of Point Cloud Video Geometry CU Partition Based on Occupied Pixels
IEEE AccessThe video-based point cloud compression Standard (V-PCC) uses file-based projection technology to map point cloud data in three-dimensional space to two-dimensional space, creating geometric graphs and attribute graphs, then, with the help of the ...
Fengqin Wang, Juanjuan Jia, Qiuwen Zhang
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Model-based rate-distortion optimized video-based point cloud compression with differential evolution [PDF]
, 2021 Marie Skłodowska-Curie Action Project name: Optimized Dynamic Point Cloud Compression, acronym: OPT-PCC, grant number 836192The file attached to this record is the author's final peer reviewed version.
Neri, Ferrante +7 more
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Video-based Point Cloud Compression Artifact Removal [PDF]
, 2021 Photo-realistic point cloud capture and transmission are the fundamental enablers for immersive visual communication. The coding process of dynamic point clouds, especially video-based point cloud compression (V-PCC) developed by the MPEG standardization
Gao, Wen +5 more
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Optimized Dynamic Point Cloud Compression OPT-PCC: Report on experimental results
, 2021 Point clouds are representations of three-dimensional (3D) objects in the form of a sample of points on their surface. Point clouds are receiving increased attention from academia and industry due to their potential for many important applications, such ...
Neri, Ferrante +3 more
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A Rate Control Algorithm for Video-based Point Cloud Compression
, 2022 Video-based point cloud compression (V-PCC) has been an emerging compression technology that projects the 3D point cloud into a 2D plane and uses high efficiency video coding (HEVC) to encode the projected 2D videos (geometry video and color video).
Gao, Wei, Shen, Fangyu
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Contextual Homogeneity-Based Patch Decomposition Method for Higher Point Cloud Compression
IEEE Access, 2020 Point cloud content is widely used to store and represent 3D volumetric objects with a complex and detailed representation from any direction of view.
Sungryeul Rhyu +3 more
doaj +1 more source
Global Rate-distortion Optimization of Video-based Point Cloud Compression with Differential Evolution [PDF]
, 2021 Marie Skłodowska-Curie Action Project name: Optimized Dynamic Point Cloud Compression, acronym: OPT-PCC, grant number 836192The file attached to this record is the author's final peer reviewed version.
Neri, Ferrante +9 more
core +1 more source