New DAbI Method Means Fast Autofocus for Microscopes

Caltech
CaltechApr 28, 2026

Why It Matters

Fast, accurate autofocus will dramatically cut microscopy setup time, boosting productivity and data quality across research labs.

Key Takeaways

  • DAbI enables sub‑second autofocus on standard microscopes for researchers
  • Technique uses dual‑LED illumination and Fourier analysis to detect defocus
  • Fringe pattern from combined transforms reveals precise focal offset
  • Achieves sharper images than leading computational focusing methods
  • Could cut hours of manual focusing across labs worldwide

Summary

Caltech researchers have unveiled Digital Defocus Aberration Interference (DAbI), a novel autofocus method that can be retrofitted onto existing laboratory microscopes.

The system illuminates the specimen with two LEDs from slightly different angles, captures two images, and applies a Fourier transform to each. When the transformed images are summed, an interference fringe appears; its spacing directly encodes the amount of defocus, allowing the instrument to compute and correct the focal offset in under a second.

In tests, DAbI produced images sharper than those obtained with current computational focusing algorithms, and the entire cycle—from illumination to focus correction—completed in less than one second, a speed unattainable with manual adjustment.

By automating a traditionally labor‑intensive step, DAbI promises to accelerate experimental workflows, reduce user fatigue, and lower the barrier for high‑resolution imaging in fields ranging from biology to materials science.

Original Description

A team of scientists in the lab of Changhuei Yang at Caltech has developed an inexpensive, robust method for autofocusing microscopes that involves little more than a couple of LED lights and some physics-based processing. The Digital Defocus Aberration Interference (DAbI) system has so far been tested on six different types of microscopes — from basic compound-light microscopes to more complex systems used for imaging living cells and tissues, or even thick 3D specimens — all with excellent results.
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