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论文成果


第一/通讯作者代表作

  1. REMI: Few-Shot ISAR Target Classification via Robust Embedding and Manifold Inference.  IEEE Trans. on Neural Networks and Learning Systems. To be published. 2024.

  2. HENC-Hierarchical Embedding Network with Center Calibration for Few-Shot Fine-Grained SAR Target Classification. IEEE Trans. on Image Processing. To be published. 2023. (SCI, IF: 11.04)

  3. High-Resolution ISAR Imaging with SSFCS Based on Nonparametric Bayesian Learning and Genetic Algorithm. IEEE Trans. on Geoscience and Remote Sensing. To be published. 2023. (SCI, IF: 8.1)

  4. Recognition of micro-motion space targets based on attention-augmented cross-modal feature fusion recognition network. IEEE Trans. on Geoscience and Remote Sensing. To be published. 2023. (SCI, IF: 8.1)

  5. Sequential ISAR target classification based on hybrid transformer. IEEE Trans. on Geoscience and Remote Sensing. vol. 60, pp. 1-11, 2022, Art no. 5111411, doi: 10.1109/TGRS.2022.3155246. (SCI, IF: 8.1)

  6. Mixed loss graph attention network for few-shot SAR target classification. IEEE Trans. on Geoscience and Remote Sensing. vol. 60, pp. 1-13, Feb. 2022. Art no. 5216613, doi: 10.1109/TGRS.2021.3124336. (SCI, IF: 8.1)

  7. SAISAR-Net: a robust sequential adjustment ISAR image classification network. IEEE Trans. on Geoscience and Remote Sensing. vol. 60, pp. 1-15, Jan. 2022, Art no. 5214715, doi: 10.1109/TGRS.2021.3113655. (SCI, IF: 8.1)

  8. High-resolution radar imaging of off-grid maneuvering targets based on parametric sparse Bayesian learning, IEEE Trans. on Geoscience and Remote Sensing, 2022, doi: 10.1109/TGRS.2022.3169206. (SCI, IF: 8.1)

  9. Hybrid inference network for few-shot SAR automatic target recognition. IEEE Trans. on Geoscience and Remote Sensing. vol. 59, no. 11, pp. 9257-9269, Nov. 2021. (SCI, IF: 8.1)

  10. JTF analysis of micromotion targets based on single-window variational inference. IEEE Trans. on Geoscience and Remote Sensing. vol. 59, no. 8, pp. 6600-6608, Aug. 2021. (SCI, IF: 8.1)

  11. Spatial-temporal ensemble convolution for sequence SAR target classification. IEEE Trans. on Geoscience and Remote Sensing. vol. 59, no. 2, pp. 1250-1262, Feb. 2021. (SCI, IF: 8.1)

  12. High resolution radar imaging in low SNR environments based on expectation propagation. IEEE Trans. on Geoscience and Remote Sensing. vol. 59, no. 2, pp. 1275-1284, Feb. 2021. (SCI, IF: 8.1)

  13. Robust Pol-ISAR target recognition based on ST-MC-DCNN. IEEE Trans. on Geoscience and Remote Sensing. Dec. 2019, vol. 57, no. 12, pp. 9912–9927. (SCI, IF: 8.1)

  14. Radar-based human gait recognition using dual-channel deep convolutional neural network. IEEE Trans. on Geoscience and Remote Sensing. Dec. 2019, vol. 57, no. 12, pp. 9767–9778. (SCI, IF: 8.1)

  15. Sequence SAR image classification based on bidirectional convolution-recurrent network. IEEE Trans. on Geoscience and Remote Sensing. Nov. 2019, vol. 57, no. 11, pp. 9223–9235. (SCI: 000496155200065, IF: 8.1)

  16. Radar image series denoising of space targets based on Gaussian process regression. IEEE Trans. on Geoscience and Remote Sensing. Jul. 2019, vol. 57, no. 7, pp. 4659–4669.  (SCI: 000473436000040, IF: 8.1)

  17. High-resolution radar imaging in complex environments based on Bayesian learning with mixture models. IEEE Trans. on Geoscience and Remote Sensing. Feb, 2019, vol. 57, no. 2, pp. 972–984.  (SCI: 000456936500027, IF: 8.1)

  18. SAR ATR of ground vehicles based on LM-BN-CNN. IEEE Trans. on Geoscience and Remote Sensing. Jul. 2018, vol. 56, no. 12, pp. 7282–7293. (SCI: 000451621000034, IF: 8.1)

  19. High-resolution sparse subband imaging based on Bayesian learning with hierarchical priors. IEEE Trans. on Geoscience and Remote Sensing.  Aug. 2018, vol. 56, no. 8. pp. 4568-4580.  (SCI: 000439980200022, IF: 8.1)

  20. High-resolution radar imaging of space targets based on HRRP series.  IEEE Trans.  on Geoscience and Remote Sensing. May. 2014, vol. 52, no. 5. pp. 2369-2381. (SCI: 000332484700008, EI: 20141217495305, IF: 8.1)

  21. Sparse subband imaging of space targets in high-speed motion. IEEE Trans.  on Geoscience and Remote Sensing. Jul. 2013, vol. 51, no. 7. pp. 4144-4154. (SCI: 000320943700005, EI: 20132916512161, IF: 8.1)

  22. A novel method for imaging of group targets moving in a formation. IEEE Trans.  on Geoscience and Remote Sensing. Jan. 2012, vol. 50, no. 1, pp. 221-231. (SCI: 000298782000018, EI: 20120214670427, IF: 8.1)

  23. High-resolution three-dimensional imaging of spinning space debris. IEEE Trans.  on Geoscience and Remote Sensing. Jul. 2009, vol. 47, no. 4,  pp. 2352-2362. (SCI: 000267437300023, EI: 20093112231520, IF: 8.1)

  24. Imaging of micromotion targets with rotating parts based on empirical-mode decomposition. IEEE Trans.  on Geoscience and Remote Sensing. Nov. 2008, vol. 46, no. 11, pp. 3514-3523. (SCI: 000261309100014, EI: 20084911766021, IF: 8.1)

  25. High-resolution 3D imaging of precession cone-shaped targets. IEEE Trans. on Antennas and Propagation. Aug. 2014, vol. 62, no. 8, pp. 4209-4219. (SCI: 000340450200033, EI: 20143418081411, IF: 4.8)

  26. Robust ISAR Target Recognition Based on ADRISAR-Net. IEEE Trans. on Aerospace and Electronic Systems, 2022, doi: 10.1109/TAES.2022.3174826. (SCI, IF: 4.102)

  27. Fusion Recognition of Space Targets with Micro-Motion. IEEE Trans. on Aerospace and Electronic Systems, 2022, doi: 10.1109/TAES.2022.3145303. (SCI, IF: 4.102)

  28. Obtaining JTF-signature of space-debris from incomplete and phase-corrupted data. IEEE Trans. on Aerospace and Electronic Systems, Feb, 2017, vol. 53, no. 3, pp. 1169-1180. (SCI: 000403288600008, IF: 4.102)

  29. Radar imaging of micromotion targets from corrupted data.  IEEE Trans. on Aerospace and Electronic Systems, Dec. 2016., vol. 52, no. 6, pp. 2789-2802. (SCI: 000395804700013, IF: 4.102)

  30. Imaging of rotation-symmetric space targets based on electromagnetic modeling. IEEE Trans. on Aerospace and Electronic Systems, Jul. 2014, vol. 50, no. 3. pp. 1680-1689. (SCI: 000346791100008, EI: 20145200373460, IF: 4.102)

  31. High-resolution 3-D imaging of group rotating targets. IEEE Trans. on Aerospace and Electronic Systems, Apr. 2014, vol. 50, no. 2. (SCI: 000344364500021, EI: 20143118005601, IF: 4.102)

  32. High-resolution radar imaging of air-targets from sparse azimuth data. IEEE Trans. on Aerospace and Electronic Systems, Apr. 2012, vol. 48, no. 2, pp. 1643-1655. (SCI: 000302647400046, EI: 20121714958066, IF: 4.102).

  33. High resolution ISAR imaging of targets with rotating parts. IEEE Trans. on Aerospace and Electronic Systems. Dec. 2011, vol. 47, no. 4, pp. 2530-2543. (SCI: 000297339000016, EI: 20114214425783, IF: 4.102).

 

合作文章代表作

  1. AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville TN, June, 2025.

  2. Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville TN, June, 2025.

  3. SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville TN, June, 2025.

  4. A New scatterer trajectory association method for ISAR image sequence utilizing multiple hypothesis tracking algorithm. IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022, Art no. 5103213, doi: 10.1109/TGRS.2021.3087192. 

  5. Wideband Interference Suppression for SAR via Instantaneous Frequency Estimation and Regularized Time-Frequency Filtering, IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-12, 2022, Art no. 5208612, doi: 10.1109/TGRS.2021.3098783. 

  6. High-resolution ISAR imaging under low SNR with sparse stepped-frequency chirp signals, IEEE Trans. on Geoscience and Remote Sensing, vol. 59, no. 10, pp. 8338-8348, Oct. 2021. 

  7. A method for 3-D ISAR imaging of space debris. IEEE Trans. on Aerospace and Electronic Systems. Apr. 2019, vol. 55, no. 2. pp. 864–876. (SCI: 000464942600026, IF: 2.797) 

  8. A modified EM algorithm for ISAR scatterer trajectory matrix completion, IEEE Trans. on Geoscience and Remote Sensing. Jul. 2018, vol. 56, no. 7. pp. 3953-3962.  (SCI: 000436418200025, IF: 5.630) 

  9. Joint cross-range scaling and 3-D geometry reconstruction of ISAR targets based on factorization method, IEEE Trans. on Image Processing. 2016, vol. 25, no. 4. pp.1740-1750. (SCI: 000372415900007, IF：6.790). 

  10. Narrow-band interference suppression for SAR based on independent component analysis. IEEE Trans. on Geoscience and Remote Sensing. Oct. 2013, vol. 51, no. 10. pp.4952-4960.  (SCI: 000325377900006, EI: 20134216849062, IF: 5.630) 

  11.  A large scene deceptive jamming method for space-borne SAR. IEEE Trans. on Geoscience and Remote Sensing. Aug. 2013, vol. 51, no. 8. pp. 4486-4495. (SCI: 000322394600013, EI: 20133216594682, IF: 5.630)

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