activity
20242026
most citedReal-Time Detection for Small UAVs: Combining YOLO and Multi-frame Motion Analysis

14 citations · 16 across the 5 of their papers we have counts for

collaborators

6 papers

cs.RO2026

LBDU-VIO: Learned Bias Dynamics and Uncertainty for Visual-Inertial Odometry with Unreliable Vision

Qizhi Guo, Junning Lyu, Defu Lin +1

Visual-inertial odometry (VIO) for aerial robots relies on high rate inertial measurement unit (IMU) propagation between visual updates. However, conventional multi state constrain…

cs.RO2026

WNOJ-LIO: A White-Noise-on-Jerk Motion-Prior EKF for High-Dynamic LiDAR-IMU Fusion

Junning Lyu, Qizhi Guo, Xia Ning +2

LiDAR-inertial odometry (LIO) is a key component of autonomous navigation, but high-dynamic driving exposes two coupled challenges: intra-scan motion distortion and vibration-conta…

cs.CV2026

MF-UAVPose6D: A Model-Free Monocular 6-DoF Pose Estimation Framework for Fixed-Wing UAVs

Juanqin Liu, Leonardo Plotegher, Eloy Roura +1

For uncrewed aerial vehicles (UAVs), estimating six-degree-of-freedom (6-DoF) poses is essential for airspace situational awareness, target tracking, and counter-UAV operations. Ho…

cs.CV2026

SCT-MOT: Enhancing Air-to-Air Multiple UAVs Tracking with Swarm-Coupled Motion and Trajectory Guidance

Zhaochen Chu, Tao Song, Ren Jin +3

Air-to-air tracking of swarm UAVs presents significant challenges due to the complex nonlinear group motion and weak visual cues for small objects, which often cause detection fail…

cs.CV2025★ 2 cited

GL-DT: Multi-UAV Detection and Tracking with Global-Local Integration

Juanqin Liu, Leonardo Plotegher, Eloy Roura +1

The extensive application of unmanned aerial vehicles (UAVs) in military reconnaissance, environmental monitoring, and related domains has created an urgent need for accurate and e…

cs.CV2024★ 14 cited

Real-Time Detection for Small UAVs: Combining YOLO and Multi-frame Motion Analysis

Juanqin Liu, Leonardo Plotegher, Eloy Roura +2

Unmanned Aerial Vehicle (UAV) detection technology plays a critical role in mitigating security risks and safeguarding privacy in both military and civilian applications. However,…