Hyperspectral Image Restoration Using Low-Rank Matrix Recovery

Hongyan Zhang, Wei He, Liangpei Zhang, +2

IEEE Transactions on Geoscience and Remote Sensing

Image AnalysisEngineeringSpectral ImagingBiomedical ImagingHyperspectral Images +9

Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration

Wei He, Hongyan Zhang, Liangpei Zhang, +1

IEEE Transactions on Geoscience and Remote Sensing

Spectral TheoryEngineeringTotal VariationSparse ImagingImage Analysis +14

Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation

Wei He, Hongyan Zhang, Liangpei Zhang, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Nailrma Optimization ProblemSparse RepresentationImage AnalysisHyperspectral Image DenoisingEngineering +9

Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism

Chengcheng Wang, Wei He, Ying Nie, +4

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningReal-time Object DetectionImage Analysis +14

Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing

Wei He, Hongyan Zhang, Liangpei Zhang

IEEE Transactions on Geoscience and Remote Sensing

Spectral TheorySparse RepresentationEngineeringMachine LearningData Science +12

Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial–Spectral Total Variation

Wei He, Hongyan Zhang, Huanfeng Shen, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringHsi DenoisingSparse ImagingEarth ScienceImage Analysis +14

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition

Yong Chen, Wei He, Naoto Yokoya, +1

IEEE Transactions on Cybernetics

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising

Wei He, Quanming Yao, Chao Li, +2

EngineeringNon-local Low-rank DenoisingLocalizationEarth ScienceImage Analysis +16

Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration

Wei He, Quanming Yao, Chao Li, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringHsi RestorationMultispectral ImagingHsi DenoisingSparse Imaging +19

SinoLC-1: the first 1 m resolution national-scale land-cover map of China created with a deep learning framework and open-access data

Zhuohong Li, Wei He, Mofan Cheng, +3

Earth system science data

EngineeringMachine LearningLand UseLand CoverSocial Sciences +20