A novel point cloud compression algorithm based on clustering

X Sun, H Ma, Y Sun, M Liu - IEEE Robotics and Automation …, 2019 - ieeexplore.ieee.org
Due to the enormous volume of point cloud data, transmitting and storing the data requires
large bandwidth and storage space. It could be a critical bottleneck, especially in tasks such …

TSAN: Synthesized view quality enhancement via two-stream attention network for 3D-HEVC

Z Pan, W Yu, J Lei, N Ling… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In three-dimensional video system, the texture and depth videos are jointly encoded, and
then the Depth Image Based Rendering (DIBR) is utilized to realize view synthesis …

Fast mode decision based on grayscale similarity and inter-view correlation for depth map coding in 3D-HEVC

J Lei, J Duan, F Wu, N Ling… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The 3D extension of High Efficiency Video Coding significantly improves the coding
efficiency of 3D video at the expense of computational complexity. This paper presents a …

Blind deep S3D image quality evaluation via local to global feature aggregation

H Oh, S Ahn, J Kim, S Lee - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
Previously, no-reference (NR) stereoscopic 3D (S3D) image quality assessment (IQA)
algorithms have been limited to the extraction of reliable hand-crafted features based on an …

Subjective and objective video quality assessment of 3D synthesized views with texture/depth compression distortion

X Liu, Y Zhang, S Hu, S Kwong… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The quality assessment for synthesized video with texture/depth compression distortion is
important for the design, optimization, and evaluation of the multi-view video plus depth …

Depth image based view synthesis: New insights and perspectives on hole generation and filling

C Zhu, S Li - IEEE Transactions on Broadcasting, 2015 - ieeexplore.ieee.org
View synthesis with depth-image-based rendering (DIBR) has attracted great interest in that
it can provide a virtual image at any arbitrary viewpoint in 3-D video and free-viewpoint TV …

Edge-based intramode selection for depth-map coding in 3D-HEVC

CS Park - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
The 3D video extension of High Efficiency Video Coding (3D-HEVC) is the state-of-the-art
video coding standard for the compression of the multiview video plus depth format. In the …

A Survey on Data Compression Techniques for Automotive LiDAR Point Clouds

R Roriz, H Silva, F Dias, T Gomes - Sensors, 2024 - mdpi.com
In the evolving landscape of autonomous driving technology, Light Detection and Ranging
(LiDAR) sensors have emerged as a pivotal instrument for enhancing environmental …

Fast 3D-HEVC depth map encoding using machine learning

M Saldanha, G Sanchez, C Marcon… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a fast depth map encoding for 3D-High Efficiency Video Coding (3D-
HEVC) based on static decision trees. We used data mining and machine learning to …

MV-GNN: Multi-view graph neural network for compression artifacts reduction

X He, Q Liu, Y Yang - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Inevitable compression artifacts in multi-view video (MVV) can clearly degrade the quality of
experience in many interaction-oriented 3D visual applications. Under the framework of …