Guangming Shi
Peng Cheng Laboratory(CN)
Publications by Year
Research Areas
Image and Signal Denoising Methods, Advanced Image Processing Techniques, Sparse and Compressive Sensing Techniques, Image and Video Quality Assessment, Advanced Image Fusion Techniques
Most-Cited Works
- → Nonlocally Centralized Sparse Representation for Image Restoration(2012)1,530 cited
- Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization(2013)
- → Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach(2012)667 cited
- → Two-stage image denoising by principal component analysis with local pixel grouping(2009)641 cited
- → Compressive Sensing via Nonlocal Low-Rank Regularization(2014)607 cited
- → Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation(2016)553 cited
- → Denoising Prior Driven Deep Neural Network for Image Restoration(2018)512 cited
- → Sparsity-based image denoising via dictionary learning and structural clustering(2011)464 cited
- → MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment(2020)391 cited
- → From Semantic Communication to Semantic-Aware Networking: Model, Architecture, and Open Problems(2021)364 cited