A Survey of Deep Learning-Based Mesh Processing

Article Properties
Cite
Wang, He, and Juyong Zhang. “A Survey of Deep Learning-Based Mesh Processing”. Communications in Mathematics and Statistics, vol. 10, no. 1, 2022, pp. 163-94, https://doi.org/10.1007/s40304-021-00246-7.
Wang, H., & Zhang, J. (2022). A Survey of Deep Learning-Based Mesh Processing. Communications in Mathematics and Statistics, 10(1), 163-194. https://doi.org/10.1007/s40304-021-00246-7
Wang, He, and Juyong Zhang. “A Survey of Deep Learning-Based Mesh Processing”. Communications in Mathematics and Statistics 10, no. 1 (2022): 163-94. https://doi.org/10.1007/s40304-021-00246-7.
Wang H, Zhang J. A Survey of Deep Learning-Based Mesh Processing. Communications in Mathematics and Statistics. 2022;10(1):163-94.
Journal Category
Science
Mathematics
Refrences
Title Journal Journal Categories Citations Publication Date
Dynamic Graph CNN for Learning on Point Clouds

ACM Transactions on Graphics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
1,478 2019
10.1109/TSP.2018.2879624 IEEE Transactions on Signal Processing
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
2018
Multi-directional geodesic neural networks via equivariant convolution

ACM Transactions on Graphics
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  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
35 2018
Higher-order organization of complex networks

Science
  • Science: Science (General)
507 2016
Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks

Computer Graphics Forum
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
80 2015
Citations
Title Journal Journal Categories Citations Publication Date
Simultaneous Boundary and Interior Parameterization of Planar Domains Via Deep Learning Computer-Aided Design
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
1 2024
Deep learning-based semantic segmentation of urban-scale 3D meshes in remote sensing: A survey International Journal of Applied Earth Observation and Geoinformation
  • Geography. Anthropology. Recreation: Physical geography
  • Geography. Anthropology. Recreation: Environmental sciences
  • Science: Geology
  • Geography. Anthropology. Recreation: Geography (General)
  • Science: Geology
2 2023
Improved Defect Detection in Photovoltaic Panels Through Deep Learning and Decision Tree-Based Classifiers SSRN Electronic Journal 2023
MeshFormer: High‐resolution Mesh Segmentation with Graph Transformer

Computer Graphics Forum
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2022
Deep-Learning-Based Automatic Detection of Photovoltaic Cell Defects in Electroluminescence Images

Sensors
  • Technology: Chemical technology
  • Science: Chemistry: Analytical chemistry
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines
  • Science: Chemistry: Analytical chemistry
  • Science: Chemistry
3 2022
Citations Analysis
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 2 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled MeshFormer: High‐resolution Mesh Segmentation with Graph Transformer and was published in 2022. The most recent citation comes from a 2024 study titled Simultaneous Boundary and Interior Parameterization of Planar Domains Via Deep Learning. This article reached its peak citation in 2023, with 2 citations. It has been cited in 5 different journals, 40% of which are open access. Among related journals, the Computer-Aided Design cited this research the most, with 1 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year