Bobo Xi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Network

Hyperspectral Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
Review of Zero-Shot Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Boao Qin, Chunhui Zhao, Shou Feng, Maoyang Chen, HongZhe Zhang, Bobo Xi
Hybrid Spectral-Spatial Convolutional Network and Transformer with Mixup Regularization for Hyperspectral Image Classification. WHISPERS (2023)
Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery. IEEE Trans. Circuits Syst. Video Technol. 33 (4) (2023)
Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. IEEE Trans. Image Process. 31 (2022)
Yan Huang, Xiao Zhou, Bobo Xi, Jiaojiao Li, Jian Kang, Shiyang Tang, Zhanye Chen, Wei Hong
Diverse-Region Hyperspectral Image Classification via Superpixelwise Graph Convolution Technique. Remote. Sens. 14 (12) (2022)
Yunsong Li, Yanzi Shi, Keyan Wang, Bobo Xi, Jiaojiao Li, Paolo Gamba
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery. IEEE Trans. Image Process. 31 (2022)
Yunsong Li, Bobo Xi, Jiaojiao Li, Rui Song, Yuchao Xiao, Jocelyn Chanussot
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Yanzi Shi, Jiaojiao Li, Yuxuan Zheng, Bobo Xi, Yunsong Li
Hyperspectral Target Detection With RoI Feature Transformation and Multiscale Spectral Attention. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. IGARSS (2021)
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. Remote. Sens. 11 (9) (2019)
Yanzi Shi, Jiaojiao Li, Yaping Yin, Bobo Xi, Yunsong Li
Hyperspectral Target Detection With Macro-Micro Feature Extracted by 3-D Residual Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks. Remote. Sens. 10 (3) (2018)
Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. Remote. Sens. 10 (12) (2018)
Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. WHISPERS (2018)