ICRA 2026
ICRA 2026 · Co-first author
Vision-Servoed Microdevice Injection
Precise microdevice manipulation with accessible laboratory hardware.

The challenge
Automating the injection of very small implantable devices often requires specialized hardware and extensive calibration. This work develops a reproducible system using commercial off-the-shelf components.
The system
Multiple camera views, a microscope, micromanipulators and an injection device support a coarse-to-fine workflow: positioning, automatic focus, marker-assisted centering and injection.
Experimental result
The manuscript reports 30 trials. Operating time was reduced by 47.2% relative to injection by an experienced human user; the official ICRA abstract also reports this reduction. The result concerns laboratory manipulation, rather than clinical validation.
Publication
† Equal contribution.