Concepedia

Chengxun He

CH

8

Publications

224

Citations

8

H-Index

2020

Active since

Affiliations

Nanjing University of Information Science and Technology(Current)

Nanjing University of Science and Technology

Zhengzhou University of Light Industry

Sungkyunkwan University

Chengxun He is an author at Nanjing University of Information Science and Technology specializing in data science, image analysis, and engineering.

Top concepts

EngineeringData ScienceImage AnalysisInverse ProblemsComputer VisionMachine LearningPattern RecognitionMachine VisionComputational ImagingHyperspectral Imaging

Publications per year

2020–2024

8

Publications

8

TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising

Chengxun He, Le Sun, Wei Huang et al. · Signal Processing · 2021 · 65 citations

Sparse Representation, Image Analysis, Machine Learning +9

SLRL4D: Joint Restoration of Subspace Low-Rank Learning and Non-Local 4-D Transform Filtering for Hyperspectral Image

Le Sun, Chengxun He, Yuhui Zheng et al. · Remote Sensing · 2020 · 33 citations · Full text

Engineering, Hsi Restoration, Deblurring +19

Hyperspectral Target Detection: Learning Faithful Background Representations via Orthogonal Subspace-Guided Variational Autoencoder

Qu Tian, Chengxun He, Yang Xu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2024 · 30 citations

Engineering, Machine Learning, Autoencoders +16

Tensor Cascaded-Rank Minimization in Subspace: A Unified Regime for Hyperspectral Image Low-Level Vision

Le Sun, Chengxun He, Yuhui Zheng et al. · IEEE Transactions on Image Processing · 2022 · 24 citations

Coefficient Tensor, Engineering, Machine Learning +18

Connecting Low-Level and High-Level Visions: A Joint Optimization for Hyperspectral Image Super-Resolution and Target Detection

Chengxun He, Yang Xu, Zebin Wu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2024 · 24 citations

Rows per page

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