Hu, Qingyong
- Deep Learning for 3D Point Clouds: A Survey
2019/12/27 by Yulan Guo, Hanyun Wang, Guo, Yulan +9 · 48 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #electronic engineering #information engineering
- RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
2019/11/25 by Qingyong Hu, Bo Yang, Hu, Qingyong +13 · 38 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds
2019/06/04 by Bo Yang, Jianan Wang, Yang, Bo +11 · 14 citations
Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques
- Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
2020/08/05 by Ruigang Fu, Qingyong Hu, Fu, Ruigang +9 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset
2022/03/17 by Chen, Meida, Hu, Qingyong, Yu, Zifan +6 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
2020/11/24 by Sheng Ao, Qingyong Hu, Ao, Sheng +7 · 11 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Robotics and Sensor-Based Localization
- Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds
2022/03/21 by Yifan Zhang, Zhang, Yifan, Qingyong Hu +9 · 7 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds
2022/01/12 by Qingyong Hu, Hu, Qingyong, Bo Yang +9 · 5 citations
Environmental Science · Earth and Planetary Sciences · Computer Science · #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage #Advanced Neural Network Applications
- Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges
2020/09/07 by Qingyong Hu, Hu, Qingyong, Bo Yang +9 · 3 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
- Backdoor Defense via Deconfounded Representation Learning
2023/03/13 by Zhang, Zaixi, Liu, Qi, Wang, Zhicai +2 · 4 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large-scale 3D building and tree datasets constructed from airborne LiDAR point clouds in Glasgow, UK
2021/01/01 by LI, Qiaosi, Hu, Qingyong, Zhao, Qunshan +12 · 3 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
- 3DAC: Learning Attribute Compression for Point Clouds
2022/03/17 by Guangchi Fang, Fang, Guangchi, Qingyong Hu +7 · 3 citations
Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Remote Sensing and LiDAR Applications #electronic engineering #information engineering
- Hierarchical Graph Transformer with Adaptive Node Sampling
2022/10/08 by Zaixi Zhang, Qi Liu, Zhang, Zaixi +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
- GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing
2024/03/09 by Lu, Hao, Niu, Xuesong, Wang, Jiyao +12 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision
2022/01/09 by Yan Liu, Qingyong Hu, Liu, Yan +9 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces
2022/03/21 by Jia-Xing Zhong, Zhong, Jia-Xing, Kaichen Zhou +9 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM)
- DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction
2022/09/14 by Kaichen Zhou, Lanqing Hong, Zhou, Kaichen +11 · 2 citations
Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote Sensing and LiDAR Applications