Wei Feng

Orcid: 0000-0003-1907-2664

Affiliations:

Xidian University, School of Electronic Engineering, Xi'an, China
Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, China
Université Bordeaux Montaigne, France (PhD 2017)

According to our database¹, Wei Feng authored at least 63 papers between 2015 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Hyperspectral Image Classification Method Based on Data Expansion and Consistency Regularization With Small Samples.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Forest Change Monitoring Based on Block Instance Sampling and Homomorphic Hypothesis Margin Evaluation.

[BibT_eX]

[DOI]

Remote. Sens., September, 2024

An Ensemble-Based Framework for Sophisticated Crop Classification Exploiting Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., March, 2024

Dynamic Spatial-Spectral Feature Optimization-Based Point Cloud Classification.

[BibT_eX]

[DOI]

Remote. Sens., February, 2024

Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

Ensemble synthetic oversampling with pixel pair for class-imbalanced and small-sized hyperspectral data classification.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2024

A Fusion Framework for Infrared and Visible Images based on CNN and MST.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Hyperspectral and Multispectral Images Fusion Based on Pyramid Swin Transformer.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

A Stratified Mislabeled Instances Removal Method Based on Density Spatial Clustering for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Feature Importance Ranking of Random Forest-Based End-to-End Learning Algorithm.

[BibT_eX]

[DOI]

Remote. Sens., November, 2023

Classification of Coniferous and Broad-Leaf Forests in China Based on High-Resolution Imagery and Local Samples in Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., October, 2023

Hyperspectral Image Super-Resolution Algorithm Based on Graph Regular Tensor Ring Decomposition.

[BibT_eX]

[DOI]

Remote. Sens., October, 2023

Multispectral and Hyperspectral Image Fusion Based on Joint-Structured Sparse Block-Term Tensor Decomposition.

[BibT_eX]

[DOI]

Remote. Sens., September, 2023

A Proposal to the '12 vs. 32 Puzzle'.

[BibT_eX]

[DOI]

Qiang Li

Wei Feng

Guo-Li Wang

Symmetry, July, 2023

Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking.

[BibT_eX]

[DOI]

Symmetry, February, 2023

A Novel Heteromorphic Ensemble Algorithm for Hand Pose Recognition.

[BibT_eX]

[DOI]

Symmetry, February, 2023

Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Two-Step Ensemble-Based Genetic Algorithm for Land Cover Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Ensemble Alignment Subspace Adaptation Method for Cross-Scene Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Spatial-Spectral Weighted Sparse Multi-Layer Nonnegative Matrix Factorization for Hyperspectral Image Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Hyperspectral Images Super-Resolution Algorithms Based On Spectral Subspace Sparse Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multispectral and Hyperspectral Image Fusion Based on Coupled Non-Negative Block Term Tensor Decomposition with Joint Structured Sparsity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Rotation XGBoost Based Method for Hyperspectral Image Classification with Limited Training Samples.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

RsMmFormer: Multimodal Transformer Using Multiscale Self-attention for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

Radar Deception Jamming Recognition Based on Weighted Ensemble CNN With Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Deep Neural Network-Based Interrupted Sampling Deceptive Jamming Countermeasure Method.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Forest Disaster Detection Method Based on Ensemble Spatial-Spectral Genetic Algorithm.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Novel Double Ensemble Algorithm for the Classification of Multi-Class Imbalanced Hyperspectral Data.

[BibT_eX]

[DOI]

Remote. Sens., 2022

A heterogeneous double ensemble algorithm for soybean planting area extraction in Google Earth Engine.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2022

A Multi-Level Synergistic Image Decomposition Algorithm for Remote Sensing Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Novel Spatial-Spectral Random Forest Algorithm for Pine WILT Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Remote Sensing Image Fusion Technology Based on DSP.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Pixel Cluster CNN and Spectral-Spatial Fusion Algorithm for Hyperspectral Image Classification With Small-Size Training Samples.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification.

[BibT_eX]

[DOI]

Yinghui Quan

Xian Zhong

Wei Feng

Jonathan Cheung-Wai Chan

Qiang Li

Mengdao Xing

Remote. Sens., 2021

Relative Total Variation Structure Analysis-Based Fusion Method for Hyperspectral and LiDAR Data Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Imbalanced Multi-Class Classification of Hyperspectral Image Based on Smote and Deep Rotation Forest.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Scale Feature Extraction and Total Variation Based Fusion Method For HSI and Lidar Data Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Ensemble CNN Based on Pixel-Pair and Random Feature Selection for Hyperspectral Image Classification with Small-Size Training Set.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Novel Forest Disater Monitoring Method Based on FCM and Neighborhood Factor Genetic Algorithm Using Multispectral Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Azimuth Spectrum Reconstruction Algorithm for Multichannel Squint Sar on High Speed Airborne Platform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Label Noise Cleaning with an Adaptive Ensemble Method Based on Noise Detection Metric.

[BibT_eX]

[DOI]

Wei Feng

Yinghui Quan

Gabriel Dauphin

Sensors, 2020

A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data.

[BibT_eX]

[DOI]

Remote. Sens., 2020

A Novel Image Fusion Method of Multi-Spectral and SAR Images for Land Cover Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Feature Separation Based Rotation Forest for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Boundary bagging to address training data issues in ensemble classification.

[BibT_eX]

[DOI]

Samia Boukir

Wei Feng

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Dynamic Synthetic Minority Over-Sampling Technique-Based Rotation Forest for the Classification of Imbalanced Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Imbalanced Hyperspectral Image Classification With an Adaptive Ensemble Method Based on SMOTE and Rotation Forest With Differentiated Sampling Rates.

[BibT_eX]

[DOI]

Wei Feng

Wenjiang Huang

Wenxing Bao

IEEE Geosci. Remote. Sens. Lett., 2019

New margin-based subsampling iterative technique in modified random forests for classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins.

[BibT_eX]

[DOI]

Samia Boukir

Wei Feng

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Margin-Based Random Forest for Imbalanced Land Cover Classification.

[BibT_eX]

[DOI]

Wei Feng

Samia Boukir

W. Huang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Synthetic Minority Over-Sampling Technique Based Rotation Forest for the Classification of Unbalanced Hyperspectral Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Weight-Based Rotation Forest for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Wei Feng

Wenxing Bao

IEEE Geosci. Remote. Sens. Lett., 2017

2015

Identification and correction of mislabeled training data for land cover classification based on ensemble margin.

[BibT_eX]

[DOI]

Wei Feng

Samia Boukir

Li Guo

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Class noise removal and correction for image classification using ensemble margin.

[BibT_eX]

[DOI]

Wei Feng

Samia Boukir

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Wei Feng

Timeline

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