Guanfang Dong
University of Alberta(CA)
Publications by Year
Research Areas
Video Surveillance and Tracking Methods, Generative Adversarial Networks and Image Synthesis, Human Pose and Action Recognition, AI in cancer detection, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → A Complete Review on Image Denoising Techniques for Medical Images(2023)86 cited
- → Feature-Guided CNN for Denoising Images From Portable Ultrasound Devices(2021)43 cited
- → Learning Temporal Distribution and Spatial Correlation Toward Universal Moving Object Segmentation(2024)15 cited
- → GradXcepUNet: Explainable AI Based Medical Image Segmentation(2022)15 cited
- → Background Subtraction Based on Principal Motion for a Freely Moving Camera(2020)6 cited
- → Medical Image Denosing via Explainable AI Feature Preserving Loss(2025)4 cited
- → Frequency Regularization: Reducing Information Redundancy in Convolutional Neural Networks(2023)4 cited
- → SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space(2022)3 cited
- → Bridging Distribution Learning and Image Clustering in High-Dimensional Space(2023)1 cited