We present a coding and quality evaluation method for Six Degrees of Freedom (6DoF) video content. Firstly, the 6DoF video content is generated using an affordable capturing setup, and represented as the commonly used 6DoF format 3-D mesh. To overcome the difficulty in exploiting the temporal redundancy in mesh with different connectivity at every frame, we transform the mesh sequence into colored point clouds for compression, which saves the bit budget for connectivity while keeping the photo-realistic characteristics of the 3-D object. We compress the point cloud sequence using MPEG video-based point cloud compression structure, which can achieve the bit rate close to common media format. We also conduct projection-based and point-based quality evaluation to examine the compression distortion effect. Particularly, we employ PCA to find the representative viewing perspective for projection. We will release some data set and source codes to foster further research in this area.
|Title of host publication||Image and Graphics - 11th International Conference, ICIG 2021, Proceedings|
|Editors||Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu|
|Place of Publication||Cham, Switzerland|
|Publisher||Springer Science and Business Media Deutschland GmbH|
|Number of pages||12|
|Publication status||Published - 30 Sep 2021|
|Event||11th International Conference on Image and Graphics, ICIG 2021 - Haikou Eadry Royal Garden Hotel , Haikou, China|
Duration: 26 Dec 2021 → 28 Dec 2021
http://icig2021.csig.org.cn/ (Conference website)
https://link.springer.com/content/pdf/bfm%3A978-3-030-87355-4%2F1.pdf (Proceedings front matter)
|Name||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Conference||11th International Conference on Image and Graphics, ICIG 2021|
|Period||26/12/21 → 28/12/21|
|Other||Originally scheduled for August 6-8, 2021.|
The 11th International Conference on Image and Graphics (ICIG) will be held in Haikou, China, on December 26 – 28, 2021. The Conference will be sponsored by China Society of Image and Graphics, organized by Hainan University. ICIG is a biennial conference that focuses on innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. It will feature world-class plenary speakers, exhibits, and high quality peer reviewed oral and poster presentations.