Dr. Xiaoyan Li | Image Processing | Research Excellence Award
Southern Marine Science and Engineering Guangdong Laboratory | China
Dr. Xiaoyan Li is a researcher specializing in remote sensing image processing and natural image analysis. She has a strong academic background with advanced expertise in artificial intelligence and computational imaging. Her work focuses on hyperspectral image classification, super-resolution, and data-driven modeling techniques. She has contributed to several high-impact journal publications in image processing and signal analysis, with 86 citations across 85 documents, reflecting her growing academic impact. Her research output includes 7 publications, achieving an h-index of 5, and continues to advance innovative methods for extracting meaningful information from complex visual data.
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Featured Publications
Spatial Downscaling of Sea Surface Temperature Using Diffusion Model
Domain Transfer Learning for Hyperspectral Image Super-Resolution
Single Image Superresolution via Directional Group Sparsity and Directional Features
Superpixel-guided Nonlocal Means for Image Denoising and Super-Resolution
KPLS-based Image Super-Resolution Using Clustering and Weighted Boosting