Bobo Xi

43 papers C 1Journal 40Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
TranSTD: A Wavelet-Driven Transformer-Based SAR Target Detection Framework With Adaptive Feature Enhancement and Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bobo Xi, Jiaqi Chen, Yan Huang, Jiaojiao Li, Yunsong Li, Zan Li, Xiang-Gen Xia
2025 J jnl
A Multimodal Cross-Domain Segmentation Network of Remote Sensing Imagery With Multilevel Deep Cross-Fusion and Adversarial Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens.
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue
2025 J jnl
DIFTransNet: Dual-Branch Interactive Fusion Network With CNN and Multiscale Transformer for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Shenao Liu, Haitao Xu, Bobo Xi, Tie Zheng, Jiaojiao Li, Yunsong Li, Changbin Xue
2025 J jnl
DSNet: Dynamic Stitchable Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shou Feng, Zicheng Zhao, Bobo Xi, Chunhui Zhao, Wei Li, Ran Tao, Yunsong Li
2025 J jnl
FDGNet: Frequency Disentanglement and Data Geometry for Domain Generalization in Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao
2025 J jnl
HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Mingshuo Cai, Jiaojiao Li, Zhengjue Wang, Shou Feng, Yunsong Li, Jocelyn Chanussot
2025 J jnl
HyperCASR: Spectral-Spatial Open-Set Recognition With Category-Aware Semantic Reconstruction for Hyperspectral Imagery.
IEEE Trans. Image Process.
Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li
2025 J jnl
HyperTaFOR: Task-Adaptive Few-Shot Open-Set Recognition With Spatial-Spectral Selective Transformer for Hyperspectral Imagery.
IEEE Trans. Image Process.
Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li
2025 J jnl
MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Tie Zheng, Xunfeng Zhao, Haitao Xu, Changbin Xue, Yunsong Li, Jocelyn Chanussot
2025 J jnl
SemiBaCon: Semi-Supervised Balanced Contrastive Learning for Multimodal Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Ming Shen
2025 J jnl
Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yan Huang, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
AgeDETR: Attention-Guided Efficient DETR for Space Target Detection.
Remote. Sens.
Xiaojuan Wang, Bobo Xi, Haitao Xu, Tie Zheng, Changbin Xue
2024 J jnl
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot
2024 J jnl
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images.
IEEE Geosci. Remote. Sens. Lett.
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li
2024 J jnl
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens.
Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Review of Zero-Shot Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy.
IEEE Geosci. Remote. Sens. Lett.
Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot
2023 J jnl
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du
2023 J jnl
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery.
IEEE Trans. Circuits Syst. Video Technol.
Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot
2023 — conf
Hybrid Spectral-Spatial Convolutional Network and Transformer with Mixup Regularization for Hyperspectral Image Classification.
WHISPERS
Boao Qin, Chunhui Zhao, Shou Feng, Maoyang Chen, Hongzhe Zhang, Bobo Xi
2023 J jnl
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
2022 J jnl
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du
2022 J jnl
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2022 J jnl
Diverse-Region Hyperspectral Image Classification via Superpixelwise Graph Convolution Technique.
Remote. Sens.
Yan Huang, Xiao Zhou, Bobo Xi, Jiaojiao Li, Jian Kang, Shiyang Tang, Zhanye Chen, Wei Hong
2022 J jnl
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du
2022 J jnl
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunsong Li, Bobo Xi, Jiaojiao Li, Rui Song, Yuchao Xiao, Jocelyn Chanussot
2022 J jnl
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery.
IEEE Trans. Image Process.
Yunsong Li, Yanzi Shi, Keyan Wang, Bobo Xi, Jiaojiao Li, Paolo Gamba
2021 J jnl
Hyperspectral Target Detection With RoI Feature Transformation and Multiscale Spectral Attention.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yuxuan Zheng, Bobo Xi, Yunsong Li
2021 J jnl
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2021 C conf
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification.
IGARSS
Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du
2020 J jnl
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du
2019 J jnl
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix.
Remote. Sens.
Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi
2019 J jnl
Hyperspectral Target Detection With Macro-Micro Feature Extracted by 3-D Residual Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yaping Yin, Bobo Xi, Yunsong Li
2018 J jnl
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu
2018 J jnl
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren
2018 J jnl
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang
2018 — conf
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network.
WHISPERS
Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li