段宇乐｜河南工业大学｜学者主页

2026

基于泛化增强光谱卷积网络的玉米霉变无损检测方法

段宇乐，周富强，崔令程，肖乐，罗甫林

《粮油食品科技》

2026

γ-GV: Global variation-based γ-approximation with local gradient product for hyperspectral image denoising

Jiamin Liu, Yao Cui, Chuan Fu, Tan Guo, Xiaojiao Duan, Yule Duan, Fulin Luo

Expert Systems with Applications

DOI

2025

Adaptive Rectangular Convolution for Remote Sensing Pansharpening

Xueyang Wang, Zhixin Zheng, J. Shao, Yule Duan, Liang-Jian Deng

Computer Vision and Pattern Recognition

DOI

2025

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening

Jie Huang, Rui Huang, Jing-Hao Xu, Siran Peng, Yule Duan, Liang-Jian Deng

AAAI Conference on Artificial Intelligence

DOI

2025

MDGF-CD: Land-cover change detection with multi-level DiffFormer feature grouping fusion for VHR remote sensing images

Jamin Liu, Rui Xu, Yule Duan, Tan Guo, Guangyao Shi, Fu-Lin Luo

Information Fusion

DOI

2025

MMD-MLP: LiDAR-Guided Hyperspectral Data Classification Using Local–Global Directional-MLP With Multiresolution Multiscale Representation

Fulin Luo, Yiyan Hua, Chuan Fu, Tan Guo, Yule Duan, Guangyao Shi

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

GITANet: Group Interactive Threshold-Based Attention Network for Hyperspectral Image Classification

Yule Duan, Chuang Chen, Maixia Fu, Xiuwen Gong, Yingying Niu, Fulin Luo

IEEE Transactions on Multimedia

DOI

2024

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening

Yule Duan, Xiao Wu, Haoyu Deng, Liang-Jian Deng

Computer Vision and Pattern Recognition

DOI

2024

SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering

Fulin Luo, Yi Liu, Yule Duan, Tan Guo, Le-Fei Zhang, Bo Du

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening

Ruocheng Wu, Zien Zhang, Shangqi Deng, Yule Duan, Liang-Jian Deng

AAAI Conference on Artificial Intelligence

DOI

2024

Exploring the Low-Pass Filtering Behavior in Image Super-Resolution

Haoyu Deng, Zijing Xu, Yule Duan, Xiao Wu, Wenjie Shu, Liang-Jian Deng

International Conference on Machine Learning

DOI

2024

Hyperspectral Target Detection With Target Prior Augmentation and Background Suppression-Based Multidetector Fusion

Tan Guo, Fulin Luo, Jiakun Guo, Yule Duan, Xinjian Huang, Guangyao Shi

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

DOI

2024

Spatial–Spectral Enhancement and Fusion Network for Hyperspectral Image Classification With Few Labeled Samples

Shuang Liu, Chuan Fu, Yule Duan, Xiaopan Wang, Fulin Luo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Interactive Three-dimension Group Convolution Network with Non-local Fusion Attention for Hyperspectral Image Classifcation

Chuang Chen, Yule Duan, Dayong Xu, Shuntao Zhai, Kang Zhang

IEEE International Conference on Signal, Information and Data Processing (ICSIDP)

DOI

2024

Dimensionality Reduction via Multiple Neighborhood-Aware Nonlinear Collaborative Analysis for Hyperspectral Image Classification

Yule Duan, Chuang Chen, Maixia Fu, Yinsheng Li, Xiuwen Gong, Fulin Luo

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Dimensionality Reduction via Local Structure-Aware Collaborative Graph Embedding for Hyperspectral Remote Sensing Image

Yule Duan, Lele Zhang, Maixia Fu, Fei Zhou, Yinsheng Li

International Conference on Image and Graphics Processing (ICIGP)

DOI

2023

Rethinking Representation Learning-Based Hyperspectral Target Detection: A Hierarchical Representation Residual Feature-Based Method

Tan Guo, Fulin Luo, Yule Duan, Xinjian Huang, Guangyao Shi

Remote Sensing

DOI

2023

Classification via Structure-Preserved Hypergraph Convolution Network for Hyperspectral Image

Yule Duan, Fulin Luo, Maixia Fu, Ying-Ying Niu, Xiuwen Gong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

面向高光谱分类的局部几何稀疏保持嵌入

黄鸿，唐玉枭，段宇乐

《自动化学报》

DOI

2021

Local Constraint-Based Sparse Manifold Hypergraph Learning for Dimensionality Reduction of Hyperspectral Image

Yule Duan, Hong Huang, Yu-Xiao Tang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Semisupervised Feature Extraction of Hyperspectral Image Using Nonlinear Geodesic Sparse Hypergraphs

Yule Duan, Hong Huang, Tao Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Semisupervised Manifold Joint Hypergraphs for Dimensionality Reduction of Hyperspectral Image

Yule Duan, Hong Huang, Yu-Xiao Tang, Yuan Li, Chun-Yu Pu

IEEE Geoscience and Remote Sensing Letters

DOI

2020

半监督多图嵌入的高光谱影像特征提取

黄鸿，唐玉枭，段宇乐

《光学精密工程》

2020

Multi-manifold locality graph preserving analysis for hyperspectral image classification

Guangyao Shi, Hong Huang, Zhengying Li, Yule Duan

Neurocomputing

DOI

2020

Local Linear Spatial–Spectral Probabilistic Distribution for Hyperspectral Image Classification

Hong Huang, Yule Duan, Hai-Bo He, Guangyao Shi

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery

Hong Huang, Zhengying Li, Hai-Bo He, Yule Duan, Song Yang

Pattern Recognition

DOI

2020

Adaptive Residual Convolutional Neural Network for Hyperspectral Image Classification

Hong Huang, Chun-Yu Pu, Yuan Li, Yule Duan

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

DOI

2020

Local Manifold-Based Sparse Discriminant Learning for Feature Extraction of Hyperspectral Image

Yule Duan, Hong Huang, Zhengying Li, Yu-Xiao Tang

IEEE Transactions on Cybernetics

DOI

2020

DLPNet: A deep manifold network for feature extraction of hyperspectral imagery

Zhengying Li, Hong Huang, Yule Duan, Guangyao Shi

Neural Networks

DOI

2019

加权空-谱联合保持嵌入的高光谱遥感影像降维方法

黄鸿，石光耀，段宇乐，张丽梅

《测绘学报》

2019

Dimensionality Reduction of Hyperspectral Image Using Spatial-Spectral Regularized Sparse Hypergraph Embedding

Hong Huang, Mei-Li Chen, Yule Duan

Remote Sensing

DOI

2019

Spatial-spectral local discriminant projection for dimensionality reduction of hyperspectral image

Hong Huang, Yule Duan, Hai-Bo He, Guangyao Shi, Fulin Luo

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2019

Dimensionality reduction method for hyperspectral images based on weighted spatial-spectral combined preserving embedding

Hong Huang, Guangyao Shi, Yule Duan, Li-Mei Zhang

DOI

2018

空-谱协同流形重构的高光谱影像分类

黄鸿，陈美利，段宇乐，石光耀

《光学精密工程》

2018

Fusion of Weighted Mean Reconstruction and SVMCK for Hyperspectral Image Classification

Hong Huang, Yule Duan, Guangyao Shi, Z. Lv

IEEE Access

DOI

2018

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning

Hong Huang, Guangyao Shi, Hai-Bo He, Yule Duan, Fulin Luo

IEEE Transactions on Cybernetics

DOI

2018

Hyper-spectral image classification using spatial-spectral manifold reconstruction

Hong Huang, Mei-Ling Chen, Yule Duan, Guangyao Shi

DOI

2017

Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery

Fulin Luo, Hong Huang, Yule Duan, Jiamin Liu, Ying-Hua Liao

Remote Sensing

DOI

精选作品

期刊论文

基于泛化增强光谱卷积网络的玉米霉变无损检测方法

γ-GV: Global variation-based γ-approximation with local gradient product for hyperspectral image denoising

Adaptive Rectangular Convolution for Remote Sensing Pansharpening

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening

MDGF-CD: Land-cover change detection with multi-level DiffFormer feature grouping fusion for VHR remote sensing images

MMD-MLP: LiDAR-Guided Hyperspectral Data Classification Using Local–Global Directional-MLP With Multiresolution Multiscale Representation

GITANet: Group Interactive Threshold-Based Attention Network for Hyperspectral Image Classification

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening

SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering

PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening

Exploring the Low-Pass Filtering Behavior in Image Super-Resolution

Hyperspectral Target Detection With Target Prior Augmentation and Background Suppression-Based Multidetector Fusion

Spatial–Spectral Enhancement and Fusion Network for Hyperspectral Image Classification With Few Labeled Samples

Interactive Three-dimension Group Convolution Network with Non-local Fusion Attention for Hyperspectral Image Classifcation

Dimensionality Reduction via Multiple Neighborhood-Aware Nonlinear Collaborative Analysis for Hyperspectral Image Classification

Dimensionality Reduction via Local Structure-Aware Collaborative Graph Embedding for Hyperspectral Remote Sensing Image

Rethinking Representation Learning-Based Hyperspectral Target Detection: A Hierarchical Representation Residual Feature-Based Method

Classification via Structure-Preserved Hypergraph Convolution Network for Hyperspectral Image

面向高光谱分类的局部几何稀疏保持嵌入

Local Constraint-Based Sparse Manifold Hypergraph Learning for Dimensionality Reduction of Hyperspectral Image

Semisupervised Feature Extraction of Hyperspectral Image Using Nonlinear Geodesic Sparse Hypergraphs

Semisupervised Manifold Joint Hypergraphs for Dimensionality Reduction of Hyperspectral Image

半监督多图嵌入的高光谱影像特征提取

Multi-manifold locality graph preserving analysis for hyperspectral image classification

Local Linear Spatial–Spectral Probabilistic Distribution for Hyperspectral Image Classification

Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery

Adaptive Residual Convolutional Neural Network for Hyperspectral Image Classification

Local Manifold-Based Sparse Discriminant Learning for Feature Extraction of Hyperspectral Image

DLPNet: A deep manifold network for feature extraction of hyperspectral imagery

加权空-谱联合保持嵌入的高光谱遥感影像降维方法

Dimensionality Reduction of Hyperspectral Image Using Spatial-Spectral Regularized Sparse Hypergraph Embedding

Spatial-spectral local discriminant projection for dimensionality reduction of hyperspectral image

Dimensionality reduction method for hyperspectral images based on weighted spatial-spectral combined preserving embedding

空-谱协同流形重构的高光谱影像分类

Fusion of Weighted Mean Reconstruction and SVMCK for Hyperspectral Image Classification

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning

Hyper-spectral image classification using spatial-spectral manifold reconstruction

Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery

研究方向