DYNAMIC: Diversely Neuromorphic Adaptive Mechanism for Interactive Creation

This project is showcased in the fifth exhibition – Technologies and Innovations.

Principal Investigator: Professor Edmund Y. LAM ( Professor from Department of Electrical and Electronic Engineering

About the scholar

Professor Edmund Y. LAM

Research interests:

Medical imaging, Optimization and signal processing, Semiconductor inspection, Digital image processing and machine vision, Imaging systems design.

Email:elam@eee.hku.hk

Website: https://www.eee.hku.hk/people/elam/

Project information

DYNAMIC pioneers the integration of neuromorphic cameras with diffusion-based generative models, allowing direct transformation of sparse event streams into synchronized visual content. Unlike traditional vision systems that require dense frame data and high computing power, DYNAMIC operates with ultra-low latency and high temporal precision, capturing motion dynamics instead of static frames.

Novelty

  •           Direct event-to-video generation via spatiotemporal diffusion

  • Rhythmic alignment using lightweight control signals
  • Adaptive creative outputs powered by sparse neural computation

     

Project images
Other projects