Wei Feng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 52

Top Topics

Image Classification

Rotation Forest

Top Venues

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

Publications

Yali Zhang, Wei Feng, Yinghui Quan, Guangqiang Ye, Gabriel Dauphin
Dynamic Spatial-Spectral Feature Optimization-Based Point Cloud Classification. Remote. Sens. 16 (3) (2024)
Lihe Yang, Wei Feng, Yaojun Wu, Liang Huang, Yinghui Quan
Radar-Infrared Sensor Fusion Based on Hierarchical Features Mining. IEEE Signal Process. Lett. 31 (2024)
Wei Feng, Yijun Long, Gabriel Dauphin, Yinghui Quan, Wenjiang Huang, Mengdao Xing
Ensemble synthetic oversampling with pixel pair for class-imbalanced and small-sized hyperspectral data classification. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Yan Lv, Wei Feng, Shuo Wang, Shiyu Wang, Liang Guo, Gabriel Dauphin
An Ensemble-Based Framework for Sophisticated Crop Classification Exploiting Google Earth Engine. Remote. Sens. 16 (5) (2024)
Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Yijia Song, Aifeng Ren, Mengdao Xing
A Two-Step Ensemble-Based Genetic Algorithm for Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiaoguang Yuan, Yiduo Liang, Wei Feng, Junhang Li, Hongtao Ren, Shuo Han, Mengqi Liu
Classification of Coniferous and Broad-Leaf Forests in China Based on High-Resolution Imagery and Local Samples in Google Earth Engine. Remote. Sens. 15 (20) (2023)
Shiruo Liu, Xiaoguang Yuan, Wei Feng, Aifeng Ren, Zhenyong Hu, Zuheng Ming, Adnan Zahid, Qammer H. Abbasi, Shuo Wang
A Novel Heteromorphic Ensemble Algorithm for Hand Pose Recognition. Symmetry 15 (3) (2023)
Yijia Song, Wei Feng, Gabriel Dauphin, Yijun Long, Yinghui Quan, Mengdao Xing
Ensemble Alignment Subspace Adaptation Method for Cross-Scene Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jiming Tang, Wenxing Bao, Bingbing Lei, Kewen Qu, Wei Feng
Spatial-Spectral Weighted Sparse Multi-Layer Nonnegative Matrix Factorization for Hyperspectral Image Unmixing. WHISPERS (2023)
Wei Feng, Xinting Gao, Samia Boukir, Zhiwei Xie, Yinghui Quan, Wenjiang Huang, Mengdao Xing
Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yan Lv, Wei Feng, Shuo Wang, Gabriel Dauphin, Yali Zhang, Mengdao Xing
Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking. Symmetry 15 (2) (2023)
Xiaoguang Yuan, Shiruo Liu, Wei Feng, Gabriel Dauphin
Feature Importance Ranking of Random Forest-Based End-to-End Learning Algorithm. Remote. Sens. 15 (21) (2023)
Bo Zhang, Zuheng Ming, Yaqian Liu, Wei Feng, Liang He, Kaixing Zhao
RsMmFormer: Multimodal Transformer Using Multiscale Self-attention for Remote Sensing Image Classification. CICAI (1) (2023)
Shasha Sun, Wenxing Bao, Kewen Qu, Wei Feng, Xiaowu Zhang, Xuan Ma
Hyperspectral Image Super-Resolution Algorithm Based on Graph Regular Tensor Ring Decomposition. Remote. Sens. 15 (20) (2023)
Wei Feng, Xinting Gao, Gabriel Dauphin, Yinghui Quan
Rotation XGBoost Based Method for Hyperspectral Image Classification with Limited Training Samples. ICIP (2023)
Hao Guo, Wenxing Bao, Wei Feng, Shasha Sun, Chunhui Mo, Kewen Qu
Multispectral and Hyperspectral Image Fusion Based on Joint-Structured Sparse Block-Term Tensor Decomposition. Remote. Sens. 15 (18) (2023)
Qiang Li, Wei Feng, Guo-Li Wang
A Proposal to the '12 vs. 32 Puzzle'. Symmetry 15 (7) (2023)
Shasha Sun, Wenxing Bao, Hao Guo, Kewen Qu, Wei Feng
Hyperspectral Images Super-Resolution Algorithms Based On Spectral Subspace Sparse Tensor Factorization. IGARSS (2023)
Qinzhe Lv, Yinghui Quan, Wei Feng, Minghui Sha, Shuxian Dong, Mengdao Xing
Radar Deception Jamming Recognition Based on Weighted Ensemble CNN With Transfer Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuo Wang, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Lianru Gao, Xian Zhong, Mengdao Xing
Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Daying Quan, Wei Feng, Gabriel Dauphin, Xiaofeng Wang, Wenjiang Huang, Mengdao Xing
A Novel Double Ensemble Algorithm for the Classification of Multi-Class Imbalanced Hyperspectral Data. Remote. Sens. 14 (15) (2022)
Shuo Wang, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Wenjiang Huang, Jing Li, Mengdao Xing
A heterogeneous double ensemble algorithm for soybean planting area extraction in Google Earth Engine. Comput. Electron. Agric. 197 (2022)
Yijia Song, Wei Feng, Yinghui Quan, Yue Liu, Qiang Li, Gabriel Dauphin, Yong Wang, Mengdao Xing
Remote Sensing Image Fusion Technology Based on DSP. IGARSS (2022)
Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Aifeng Ren, Xiaoguang Yuan, Mengdao Xing
Forest Disaster Detection Method Based on Ensemble Spatial-Spectral Genetic Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Qinzhe Lv, Yinghui Quan, Minghui Sha, Wei Feng, Mengdao Xing
Deep Neural Network-Based Interrupted Sampling Deceptive Jamming Countermeasure Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Shuxian Dong, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinshan Zou, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Mengdao Xing
A Multi-Level Synergistic Image Decomposition Algorithm for Remote Sensing Image Fusion. IGARSS (2022)
Yang Cao, Wei Feng, Yinghui Quan, Aifeng Ren, Mengdao Xing
A Novel Forest Disater Monitoring Method Based on FCM and Neighborhood Factor Genetic Algorithm Using Multispectral Data. IGARSS (2021)
Shuxian Dong, Yinghui Quan, Wei Feng, Qiang Li, Gabriel Dauphin, Mengdao Xing
Ensemble CNN Based on Pixel-Pair and Random Feature Selection for Hyperspectral Image Classification with Small-Size Training Set. IGARSS (2021)
Shuxian Dong, Yinghui Quan, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
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. 14 (2021)
Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Wenjiang Huang, Wentao Zhu, Mengdao Xing
Relative Total Variation Structure Analysis-Based Fusion Method for Hyperspectral and LiDAR Data Classification. Remote. Sens. 13 (6) (2021)
Xian Zhong, Yinghui Quan, Wei Feng, Qiang Li, Gabriel Dauphin, Mengdao Xing
Imbalanced Multi-Class Classification of Hyperspectral Image Based on Smote and Deep Rotation Forest. IGARSS (2021)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Inf. Sci. 575 (2021)
Yinghui Quan, Xian Zhong, Wei Feng, Jonathan Cheung-Wai Chan, Qiang Li, Mengdao Xing
SMOTE-Based Weighted Deep Rotation Forest for the Imbalanced Hyperspectral Data Classification. Remote. Sens. 13 (3) (2021)
Qinzhe Lv, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Lianru Gao, Guoping Zhao, Mengdao Xing
Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification. IGARSS (2021)
Bowen Bie, Yinghui Quan, Guang-Cai Sun, Wei Feng, Mengdao Xing
Azimuth Spectrum Reconstruction Algorithm for Multichannel Squint Sar on High Speed Airborne Platform. IGARSS (2021)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Xian Zhong, Qiang Li, Mengdao Xing, Wenjiang Huang
Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification. IGARSS (2020)
Samia Boukir, Wei Feng
Boundary bagging to address training data issues in ensemble classification. ICPR (2020)
Yinghui Quan, Shuxian Dong, Wei Feng, Gabriel Dauphin, Guoping Zhao, Yong Wang, Mengdao Xing
Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification. IGARSS (2020)
Yinghui Quan, Xian Zhong, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data. Remote. Sens. 12 (14) (2020)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Puxia Wu, Bowen Bie, Yingping Tong, Xiaoguang Yuan, Jing Li, Mengdao Xing
Feature Separation Based Rotation Forest for Hyperspectral Image Classification. IGARSS (2020)
Wei Feng, Yinghui Quan, Gabriel Dauphin
Label Noise Cleaning with an Adaptive Ensemble Method Based on Noise Detection Metric. Sensors 20 (23) (2020)
Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Wenjiang Huang, Mengdao Xing
A Novel Image Fusion Method of Multi-Spectral and SAR Images for Land Cover Classification. Remote. Sens. 12 (22) (2020)
Wei Feng, Gabriel Dauphin, Wenjiang Huang, Yinghui Quan, Wenxing Bao, Mingquan Wu, Qiang Li
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. 12 (7) (2019)
Wei Feng, Samia Boukir, W. Huang
Margin-Based Random Forest for Imbalanced Land Cover Classification. IGARSS (2019)
Wei Feng, Gabriel Dauphin, Wenjiang Huang, Yinghui Quan, Wenzhi Liao
New margin-based subsampling iterative technique in modified random forests for classification. Knowl. Based Syst. 182 (2019)
Wei Feng, Wenjiang Huang, Wenxing Bao
Imbalanced Hyperspectral Image Classification With an Adaptive Ensemble Method Based on SMOTE and Rotation Forest With Differentiated Sampling Rates. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, Yingying Dong
Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data. IGARSS (2019)
Samia Boukir, Wei Feng
Identifying and Correcting Mislabeled Satellite Image Data by Iterative Ordering of Ensemble Margins. IGARSS (2019)
Wei Feng, Wenjiang Huang, Huichun Ye, Longlong Zhao
Synthetic Minority Over-Sampling Technique Based Rotation Forest for the Classification of Unbalanced Hyperspectral Data. IGARSS (2018)
Wei Feng, Wenxing Bao
Weight-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Wei Feng, Samia Boukir
Class noise removal and correction for image classification using ensemble margin. ICIP (2015)
Wei Feng, Samia Boukir, Li Guo
Identification and correction of mislabeled training data for land cover classification based on ensemble margin. IGARSS (2015)