3 papers
cs.RO2026
Recon2Servo: Robotic Ultrasound Visual Servoing via Learned Image-to-Motion Inference
Yameng Zhang, Pei Liu, Dianye Huang +5
Ultrasound visual servoing is essential for autonomous robotic ultrasound, yet 6-DoF probe control from 2D B-mode images remains challenging due to limited and ambiguous out-of-pla…
cs.RO2026
Task-Relevant Feature-Dynamics Fidelity Enables Zero-Shot Sim-to-Real Transfer for Robotic Ultrasound Scanning
Yizhao Qian, Jiayuan Luo, Wanyi Zhu +4
Robotic ultrasound policies operating directly on B-mode images require extensive interaction data, whereas real-robot data collection is costly and safety-constrained. Simulation…
cs.RO2025
Breaking the Latency Barrier: Synergistic Perception and Control for High-Frequency 3D Ultrasound Servoing
Yizhao Qian, Yujie Zhu, Jiayuan Luo +4
Real-time tracking of dynamic targets amidst large-scale, high-frequency disturbances remains a critical unsolved challenge in Robotic Ultrasound Systems (RUSS), primarily due to t…