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2020 – today
- 2024
[j29]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: 1-5 (2024)- [j28]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: 1-5 (2024) - [j27]Xiaojuan Wang, Bobo Xi, Haitao Xu, Tie Zheng, Changbin Xue:
AgeDETR: Attention-Guided Efficient DETR for Space Target Detection. Remote. Sens. 16(18): 3452 (2024) - [j26]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: 11274-11289 (2024) - [j25]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: 11670-11684 (2024) - [j24]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: 1-14 (2024) - [j23]Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot:
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j22]Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j21]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: 1-14 (2024) - [j20]Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j19]Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot:
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - 2023
- [j18]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): 1535-1548 (2023) - [j17]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: 1-15 (2023) - [j16]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): 9337-9351 (2023) - [c3]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: 1-5 - 2022
- [j15]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): 2907 (2022) - [j14]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: 609-622 (2022) - [j13]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: 1-13 (2022) - [j12]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: 1 (2022) - [j11]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: 1-15 (2022) - [j10]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: 1418-1432 (2022) - [j9]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: 5079-5092 (2022) - 2021
- [j8]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): 5071-5084 (2021) - [j7]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): 5114-5130 (2021) - [c2]Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du:
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. IGARSS 2021: 2851-2854 - 2020
- [j6]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: 3683-3700 (2020)
2010 – 2019
- 2019
- [j5]Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi:
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. Remote. Sens. 11(9): 1005 (2019) - [j4]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): 4907-4919 (2019) - 2018
- [j3]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): 292-296 (2018) - [j2]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): 396 (2018) - [j1]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): 2036 (2018) - [c1]Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li:
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. WHISPERS 2018: 1-5
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