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 57 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Ensemble-Based Framework for Sophisticated Crop Classification Exploiting Google Earth Engine.
Remote. Sens., March, 2024

Dynamic Spatial-Spectral Feature Optimization-Based Point Cloud Classification.
Remote. Sens., February, 2024

Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining.
IEEE Signal Process. Lett., 2024

2023
Feature Importance Ranking of Random Forest-Based End-to-End Learning Algorithm.
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.
Remote. Sens., October, 2023

Hyperspectral Image Super-Resolution Algorithm Based on Graph Regular Tensor Ring Decomposition.
Remote. Sens., October, 2023

Multispectral and Hyperspectral Image Fusion Based on Joint-Structured Sparse Block-Term Tensor Decomposition.
Remote. Sens., September, 2023

A Proposal to the '12 vs. 32 Puzzle'.
Symmetry, July, 2023

Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking.
Symmetry, February, 2023

A Novel Heteromorphic Ensemble Algorithm for Hand Pose Recognition.
Symmetry, February, 2023

Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2023

A Two-Step Ensemble-Based Genetic Algorithm for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Ensemble Alignment Subspace Adaptation Method for Cross-Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification.
CoRR, 2023

Spatial-Spectral Weighted Sparse Multi-Layer Nonnegative Matrix Factorization for Hyperspectral Image Unmixing.
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.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Rotation XGBoost Based Method for Hyperspectral Image Classification with Limited Training Samples.
Proceedings of the IEEE International Conference on Image Processing, 2023

RsMmFormer: Multimodal Transformer Using Multiscale Self-attention for Remote Sensing Image Classification.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022
Radar Deception Jamming Recognition Based on Weighted Ensemble CNN With Transfer Learning.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Deep Neural Network-Based Interrupted Sampling Deceptive Jamming Countermeasure Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Forest Disaster Detection Method Based on Ensemble Spatial-Spectral Genetic Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Novel Double Ensemble Algorithm for the Classification of Multi-Class Imbalanced Hyperspectral Data.
Remote. Sens., 2022

A heterogeneous double ensemble algorithm for soybean planting area extraction in Google Earth Engine.
Comput. Electron. Agric., 2022

A Multi-Level Synergistic Image Decomposition Algorithm for Remote Sensing Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Novel Spatial-Spectral Random Forest Algorithm for Pine WILT Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Remote Sensing Image Fusion Technology Based on DSP.
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.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification.
Remote. Sens., 2021

Relative Total Variation Structure Analysis-Based Fusion Method for Hyperspectral and LiDAR Data Classification.
Remote. Sens., 2021

Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data.
Inf. Sci., 2021

Imbalanced Multi-Class Classification of Hyperspectral Image Based on Smote and Deep Rotation Forest.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification.
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.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Azimuth Spectrum Reconstruction Algorithm for Multichannel Squint Sar on High Speed Airborne Platform.
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.
Sensors, 2020

A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data.
Remote. Sens., 2020

A Novel Image Fusion Method of Multi-Spectral and SAR Images for Land Cover Classification.
Remote. Sens., 2020

Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Feature Separation Based Rotation Forest for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Boundary bagging to address training data issues in ensemble classification.
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.
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.
IEEE Geosci. Remote. Sens. Lett., 2019

New margin-based subsampling iterative technique in modified random forests for classification.
Knowl. Based Syst., 2019

Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Margin-Based Random Forest for Imbalanced Land Cover Classification.
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.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Weight-Based Rotation Forest for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

2015
Identification and correction of mislabeled training data for land cover classification based on ensemble margin.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Class noise removal and correction for image classification using ensemble margin.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015


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