A Survey of Recent 3D Scene Analysis and Processing Methods
Document Type
Article
Publication Date
5-1-2021
School
Computing Sciences and Computer Engineering
Abstract
With ubiquitous cameras and popular 3D scanning and capturing devices to help us capture 2D/3D scene data, there are many scene understanding related applications, as well as quite a few important and interesting research problems in processing, analyzing, and understanding the available scene data. During the recent several years, there is a significant advancement in different research directions in this field and quite a few novel 3D scene analysis and processing methods have been proposed correspondingly in each direction. This paper provides a review and critical evaluation on the most recent (i.e., within five recent years) and novel data-driven or semantics-driven 3D scene analysis and processing methods, as well as several involved 3D scene datasets. For each method, its advantage(s) and disadvantage(s) are discussed, after an overview and/or analysis of the approach. Finally, based on the review, we propose several promising future research directions in this field.
Publication Title
Multimedia Tools and Applications
Volume
80
Issue
13
First Page
19491
Last Page
19511
Recommended Citation
Yuan, J.,
Abdul-Rashid, H.,
Li, B.
(2021). A Survey of Recent 3D Scene Analysis and Processing Methods. Multimedia Tools and Applications, 80(13), 19491-19511.
Available at: https://aquila.usm.edu/fac_pubs/18866