Leaderboards/Advanced SAR Imaging Techniques

Advanced SAR Imaging Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Zhenyao He
National University of Defense Technology
2
Chenwei Wang
Intelligent Health (United Kingdom)
3
Sijia Feng
Liaoning Technical University
4
Jianwei Li
Shijiazhuang Tiedao University
5
Musa Furkan Keskin
Chalmers University of Technology
6
Shahzad Ahmed
Liaquat University of Medical & Health Sciences
7
Qinzhe Lv
Xidian University
8
Xianghui Zhang
National University of Defense Technology
9
Mainak Chakraborty
Defence Institute of Advanced Technology
10
Runfan Xia
Anhui University

Rising Stars Papers

1
MGSFA-Net: Multiscale Global Scattering Feature Association Network for SAR Ship Target Recognition
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2024
98 cit.
2
Cross-Sensor SAR Image Target Detection Based on Dynamic Feature Discrimination and Center-Aware Calibration
IEEE Transactions on Geoscience and Remote Sensing|2025
65 cit.
3
Integrated Sensing and Communications With MIMO-OTFS: ISI/ICI Exploitation and Delay-Doppler Multiplexing
IEEE Transactions on Wireless Communications|2024
50 cit.
4
Multilabel Deep Learning-Based Lightweight Radar Compound Jamming Recognition Method
IEEE Transactions on Instrumentation and Measurement|2024
33 cit.
5
Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Toward 6G
IEEE Transactions on Wireless Communications|2025
25 cit.
6
Bayes R-CNN: An Uncertainty-Aware Bayesian Approach to Object Detection in Remote Sensing Imagery for Enhanced Scene Interpretation
Remote Sensing|2024
23 cit.
7
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems
IEEE Transactions on Signal Processing|2024
20 cit.
8
Limited-Data SAR ATR Causal Method via Dual-Invariance Intervention
IEEE Transactions on Geoscience and Remote Sensing|2025
19 cit.
9
Agile Frequency RCS-Based Deep Fusion Network for Ship and Corner Reflector Identification
IEEE Geoscience and Remote Sensing Letters|2024
7 cit.
10
Joint Training and Reflection Pattern Optimization for Non-Ideal RIS-Aided Multiuser Systems
IEEE Transactions on Communications|2024
6 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Nengyuan Liu
University of Electronic Science and Technology of China
2
Sisi Wei
Chinese Academy of Sciences
3
Wenbin Ye
Shenzhen University
4
Brian Toomajian
California State University, Fresno
5
Huanxin Zou
National University of Defense Technology
6
Linga Reddy Cenkeramaddi
University of Agder
7
Praneeth Narayanamurthy
University of Southern California
8
Xueru Bai
Xidian University
9
Yuan He
PLA Army Engineering University
10
Fabian Lurz
Otto-von-Guericke-Universität Magdeburg

Emerging Leaders Papers

1
The Impact of Adversarial Attacks on Federated Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence|2023
159 cit.
2
Application of a new machine learning model to improve earthquake ground motion predictions
Natural Hazards|2023
123 cit.
3
Q-learning-based unmanned aerial vehicle path planning with dynamic obstacle avoidance
Applied Soft Computing|2023
90 cit.
4
GPS Spoofing Detection and Mitigation for Drones Using Distributed Radar Tracking and Fusion
IEEE Sensors Journal|2022
89 cit.
5
EVAA—Exchange Vanishing Adversarial Attack on LiDAR Point Clouds in Autonomous Vehicles
IEEE Transactions on Geoscience and Remote Sensing|2023
88 cit.
6
Video Hand Gestures Recognition Using Depth Camera and Lightweight CNN
IEEE Sensors Journal|2022
79 cit.
7
Autonomous UAV Path Planning Using Modified PSO for UAV-Assisted Wireless Networks
IEEE Access|2023
73 cit.
8
A Machine Learning Perspective on Automotive Radar Direction of Arrival Estimation
IEEE Access|2022
68 cit.
9
Adversarial Unsupervised Domain Adaptation for Hand Gesture Recognition Using Thermal Images
IEEE Sensors Journal|2023
63 cit.
10
DepCap: A Smart Healthcare Framework for EEG Based Depression Detection Using Time-Frequency Response and Deep Neural Network
IEEE Access|2023
58 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Alberto Moreira
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
2
Zheng Bao
Peking University
3
Petre Stoica
Uppsala University
4
Jianyu Yang
Zhejiang University of Technology
5
Richard Bamler
Technical University of Munich
6
Moeness G. Amin
Villanova University
7
Konstantinos Papathanassiou
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
8
Braham Himed
IEEE Computer Society
9
Gangyao Kuang
National University of Defense Technology
10
Ya‐Qiu Jin
Fudan University

Current Senior Leaders Papers

1
MUSIC, maximum likelihood, and Cramer-Rao bound
IEEE Transactions on Acoustics Speech and Signal Processing|1989
2.8k cit.
2
A tutorial on synthetic aperture radar
IEEE Geoscience and Remote Sensing Magazine|2013
2.7k cit.
3
MIMO Radar with Colocated Antennas
IEEE Signal Processing Magazine|2007
2.5k cit.
4
Synthetic aperture radar interferometry
Inverse Problems|1998
2k cit.
5
The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar
ISPRS Journal of Photogrammetry and Remote Sensing|2003
1.8k cit.
6
Model-order selection
IEEE Signal Processing Magazine|2004
1.3k cit.
7
Target Classification Using the Deep Convolutional Networks for SAR Images
IEEE Transactions on Geoscience and Remote Sensing|2016
1.3k cit.
8
Performance study of conditional and unconditional direction-of-arrival estimation
IEEE Transactions on Acoustics Speech and Signal Processing|1990
1.2k cit.
9
Polarimetric SAR interferometry
IEEE Transactions on Geoscience and Remote Sensing|1998
1.2k cit.
10
First demonstration of airborne SAR tomography using multibaseline L-band data
IEEE Transactions on Geoscience and Remote Sensing|2000
1k cit.

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