Projects

Selected research projects. Each links to the corresponding publication or repository where available.

Event Topology-based Visual Vibrometer

A novel non-contact vibration measurement system using event cameras. By leveraging the topology of event streams, we achieve high-fidelity reconstruction of vibration amplitude and frequency without physical contact. Published as a Featured Article in Applied Physics Letters.

Event CameraVibration SensingComputer VisionAcoustics

Event-based Visual Microphone

Recovery of sound from silent video using event cameras. Event cameras capture per-pixel brightness changes at microsecond resolution, enabling recovery of audible vibrations from objects — a significant improvement over classical visual microphone approaches using conventional cameras.

Event CameraVisual MicrophoneSignal ProcessingComputer Vision

Cooperative Design Optimization through Natural Language Interaction

A system enabling collaborative design optimization through natural language dialogue. Users iteratively refine design objectives and constraints via conversational AI, making multi-objective engineering optimization more accessible and intuitive.

HCILLMDesign OptimizationNatural Language

Drone Badminton

An interactive experience combining drones and badminton, exploring new forms of human-drone interaction and physical play. Awarded the Accenture Interactive Prize at the Student CG Contest.

DroneHCIInteractive ArtCG

Air Talk-Starter (SHITARA)

SHITARA is a haptic notification device that delivers a tactile alarm via a ring-shaped air vortex. The system enables touch-like remote notification without physical contact, opening new possibilities for ambient and haptic communication.

HapticsHCIAir VortexNotification

EMS-Supported Throwing Training

An Electrical Muscle Stimulation (EMS) based system for sports training assistance. We investigated how EMS can support the learning of throwing movements, providing haptic feedback to guide correct movement form.

EMSHCISports TechnologyHaptics