Qi Yang

Predicting the Perceptual Quality of Point Cloud: A 3D-to-2D Projection-Based Exploration

Qi Yang, Hao Chen, Zhan Ma et al. · IEEE Transactions on Multimedia · 2020 · 227 citations

Engineering, Field Robotics, Point Cloud Processing +19

Inferring Point Cloud Quality via Graph Similarity

Qi Yang, Zhan Ma, Yiling Xu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 191 citations

Point Cloud, Machine Vision, Image Analysis +15

Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric

Yipeng Liu, Qi Yang, Yiling Xu et al. · ACM Transactions on Multimedia Computing Communications and Applications · 2022 · 120 citations

Convolutional Neural Network, Engineering, Machine Learning +21

No-Reference Point Cloud Quality Assessment via Domain Adaptation

Qi Yang, Yipeng Liu, Siheng Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 100 citations

Geometric Learning, Convolutional Neural Network, Engineering +23

GPA-Net:No-Reference Point Cloud Quality Assessment With Multi-Task Graph Convolutional Network

Ziyu Shan, Qi Yang, Rui Ye et al. · IEEE Transactions on Visualization and Computer Graphics · 2023 · 72 citations