Concepedia

Ziyang Guo

ZG

Statistics

Publications

4

Citations

81

H-Index

4

Active since

2020

Affiliations

Huazhong University of Science and Technology(Current)

Ziyang Guo is an author at Huazhong University of Science and Technology specializing in data science, hyperspectral imaging, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningHyperspectral ImagingDeep LearningImage AnalysisPattern RecognitionMachine VisionComputer Vision

Publications per year

2020–2021

4

Publications

4

JMnet: Joint Metric Neural Network for Hyperspectral Unmixing

Anyou Min, Ziyang Guo, Hong Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 35 citations

Image Analysis, Machine Learning, Data Science +10

Learning a Deep Similarity Network for Hyperspectral Image Classification

Bing Yang, Hong Li, Ziyang Guo · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 21 citations · Full text

Hyperspectral Imaging, Geometric Learning, Image Classification +14

A Modified Huber Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing

Ziyang Guo, Anyou Min, Bing Yang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 13 citations · Full text

Spectral Theory, Nmf Model, Machine Learning +16

A Sparse Oblique-Manifold Nonnegative Matrix Factorization for Hyperspectral Unmixing

Ziyang Guo, Anyou Min, Bing Yang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 12 citations

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