Home Bots & BrainsSensor Mimics Human Eye for Faster Light Adaptation in Machine Vision

Sensor Mimics Human Eye for Faster Light Adaptation in Machine Vision

by Pieter Werner

Researchers at Fuzhou University in China have developed a machine vision sensor capable of adapting to drastic changes in lighting conditions significantly faster than the human eye. The device, which employs quantum dots—nanoscale semiconductors—was detailed in a peer-reviewed article published in Applied Physics Letters.

The sensor is designed to replicate the adaptive behavior of human vision by using lead sulfide quantum dots embedded in a polymer and zinc oxide matrix. These materials allow the device to trap and release electric charges depending on ambient lighting, a mechanism likened to the human eye’s handling of light-sensitive pigments. According to the research team, the sensor achieves adaptation within approximately 40 seconds, which is faster than the human eye’s typical response time.

The quantum dots were engineered to retain electrical charges temporarily, similar to how biological vision systems store visual information to improve responsiveness in low-light environments. Specialized electrodes integrated into the layered design support this dynamic functionality, allowing the sensor to selectively process visual input based on lighting intensity.

Beyond its fast response time, the sensor is reported to reduce redundant data typically generated by current machine vision systems. Unlike conventional approaches that process all visual input indiscriminately, the new device filters data at the point of capture, drawing a parallel to how the human retina emphasizes relevant visual information. This preprocessing is intended to lower power consumption and improve computational efficiency, which could be beneficial for applications in robotics and autonomous vehicles.

The researchers aim to scale the technology by incorporating larger sensor arrays and integrating edge artificial intelligence (AI) chips capable of on-device data processing. Future development may support broader implementation in autonomous driving systems and other smart devices operating in environments with variable lighting conditions.

Misschien vind je deze berichten ook interessant