Siqian Zhang

According to our database, Siqian Zhang authored at least 27 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition.

Qishan He, Lingjun Zhao, Ru Luo, Siqian Zhang, Lin Lei, Kefeng Ji, Gangyao Kuang

CoRR, April, 2025

Bottom-Up Scattering Information Perception Network for SAR target recognition.

Chenxi Zhao, Daochang Wang, Siqian Zhang, Gangyao Kuang

CoRR, April, 2025

Cross-Sensor SAR Image Target Detection Based on Dynamic Feature Discrimination and Center-Aware Calibration.

Xianghui Zhang, Siqian Zhang, Zhongzhen Sun, Chenfang Liu, Yuli Sun, Kefeng Ji, Gangyao Kuang

IEEE Trans. Geosci. Remote. Sens., 2025

Adaptive Scattering Feature Awareness and Fusion for Limited Training Data SAR Target Recognition.

Chenxi Zhao, Daochang Wang, Xianghui Zhang, Yuli Sun, Siqian Zhang, Gangyao Kuang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

DADSR: Degradation-Aware Diffusion Super-Resolution Model for Object-Level SAR Image.

Zilong Chen, Caiguang Zhang, Chengyu Wan, Siqian Zhang, Boli Xiong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Zero-Shot SAR Target Recognition Based on a Conditional Generative Network with Category Features from Simulated Images.

Guo Chen, Siqian Zhang, Qishan He, Zhongzhen Sun, Xianghui Zhang, Lingjun Zhao

Remote. Sens., June, 2024

Azimuth-Aware Subspace Classifier for Few-Shot Class-Incremental SAR ATR.

Yan Zhao, Lingjun Zhao, Siqian Zhang, Kefeng Ji, Gangyao Kuang, Li Liu

IEEE Trans. Geosci. Remote. Sens., 2024

Simulated Data Feature Guided Evolution and Distillation for Incremental SAR ATR.

Yanjie Xu, Hao Sun, Yan Zhao, Qishan He, Siqian Zhang, Gangyao Kuang, Hui Chen

IEEE Trans. Geosci. Remote. Sens., 2024

Geospatial Contextual Prior-Enabled Knowledge Reasoning Framework for Fine-Grained Aircraft Detection in Panoramic SAR Imagery.

Ru Luo, Qishan He, Lingjun Zhao, Siqian Zhang, Gangyao Kuang, Kefeng Ji

IEEE Trans. Geosci. Remote. Sens., 2024

MGSFA-Net: Multiscale Global Scattering Feature Association Network for SAR Ship Target Recognition.

Xianghui Zhang, Sijia Feng, Chenxi Zhao, Zhongzhen Sun, Siqian Zhang, Kefeng Ji

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Decoupled Self-Supervised Subspace Classifier for Few-Shot Class-Incremental SAR Target Recognition.

Yan Zhao, Lingjun Zhao, Siqian Zhang, Li Liu, Kefeng Ji, Gangyao Kuang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Few-Shot Class-Incremental SAR Target Recognition via Decoupled Scattering Augmentation Classifier.

Yan Zhao, Lingjun Zhao, Siqian Zhang, Kefeng Ji, Gangyao Kuang

Proceedings of the IGARSS 2024, 2024

2023

Scattering Features Spatial-Structural Association Network for Aircraft Recognition in SAR Images.

Chenxi Zhao, Siqian Zhang, Ru Luo, Sijia Feng, Gangyao Kuang

IEEE Geosci. Remote. Sens. Lett., 2023

Integration of Vehicle Target Detection and Recognition in Large-Scene SAR Images Based on YOLOv5.

Xiangdong Tan, Xiangguang Leng, Siqian Zhang, Kefeng Ji

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Auto-Weighted Structured Graph-Based Regression Method for Heterogeneous Change Detection.

Lingjun Zhao, Yuli Sun, Lin Lei, Siqian Zhang

Remote. Sens., 2022

Selecting pseudo supervision for unsupervised domain adaptive SAR target classification.

Lingjun Zhao, Qishan He, Ding Ding, Siqian Zhang, Gangyao Kuang, Li Liu

EURASIP J. Adv. Signal Process., 2022

Three-dimensional SAR imaging with sparse linear array using tensor completion in embedded space.

Siqian Zhang, Ding Ding, Chenxi Zhao, Lingjun Zhao

EURASIP J. Adv. Signal Process., 2022

2018

Matrix Completion for Downward-Looking 3-D SAR Imaging With a Random Sparse Linear Array.

Siqian Zhang, Ganggang Dong, Gangyao Kuang

IEEE Trans. Geosci. Remote. Sens., 2018

Eigenvalue-Based Urban Area Extraction Using Polarimetric SAR Data.

Sinong Quan, Boli Xiong, Deliang Xiang, Lingjun Zhao, Siqian Zhang, Gangyao Kuang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Locality-Constrained and Class-Specific Sparse Representation for Sar Target Recognition.

Meiting Yu, Lingjun Zhao, Siqian Zhang, Gangyao Kuang

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Principal component reconstruction: With application to target recognition in SAR image.

Meiting Yu, Siqian Zhang, Lingjun Zhao, Gangyao Kuang

Proceedings of the 2017 IEEE International Conference on Signal Processing, 2017

2016

Superresolution Downward-Looking Linear Array Three-Dimensional SAR Imaging Based on Two-Dimensional Compressive Sensing.

Siqian Zhang, Ganggang Dong, Gangyao Kuang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Adaptive and Fast Prescreening for SAR ATR via Change Detection Technique.

Sinong Quan, Boli Xiong, Siqian Zhang, Meiting Yu, Gangyao Kuang

IEEE Geosci. Remote. Sens. Lett., 2016

2015

Imaging of Downward-Looking Linear Array Three-Dimensional SAR Based on FFT-MUSIC.

Siqian Zhang, Yutao Zhu, Gangyao Kuang

IEEE Geosci. Remote. Sens. Lett., 2015

Truncated SVD-Based Compressive Sensing for Downward-Looking Three-Dimensional SAR Imaging With Uniform/Nonuniform Linear Array.

Siqian Zhang, Yutao Zhu, Ganggang Dong, Gangyao Kuang

IEEE Geosci. Remote. Sens. Lett., 2015

Analytic estimation performance bounds of downward-looking linear array 3-D SAR imaging based on compressive sensing.

Siqian Zhang, Yutao Zhu, Gangyao Kuang, Lingjun Zhao

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Imaging of downward-looking linear array SAR using three-dimensional spatial smoothing MUSIC algorithm.

Siqian Zhang, Gangyao Kuang

Proceedings of the SAR Image Analysis, 2014