Deep Geometry Post-Processing for Decompressed Point Clouds

• Main Authors: Fan, Xiaoqing, Li, Ge, Li, Dingquan, Ren, Yurui, Gao, Wei, Li, Thomas H
• Format: Journal Article
• Language: English
• Published: 29.04.2022
• Subjects: Computer Science - Computer Vision and Pattern Recognition

Point cloud compression plays a crucial role in reducing the huge cost of data storage and transmission. However, distortions can be introduced into the decompressed point clouds due to quantization. In this paper, we propose a novel learning-based post-processing method to enhance the decompressed...