Interleaved gate acquisition: a low-frequency noise-immune approach to wide field FLIM with time-gated SPAD cameras

Fluorescence lifetime imaging microscopy (FLIM) data acquisition using time-gated single-photon avalanche diode (SPAD) cameras with megapixel sizes involves the sequential acquisition of data at a number G of different gate locations to sample the whole fluorescence decay. This requirement of multiple, high signal-to-noise ratio (SNR) gate images acquisition, which may take several hundred of ms or longer, limits the achievable FLIM frame-rate, but also make them susceptible to artefacts when the signal’s intensity is fluctuating faster than the gate series can be acquired. Here, we implement a data acquisition scheme designed to counteract this effect by rapidly acquiring complete sequences of low SNR gate images at the maximum rate sustainable by the camera (50 kHz per 1-bit gate image), allowing a full 1-bit resolution decay to be acquired in G x 20 μs. By repeating this sequence of gate shifts N times and accumulating the corresponding gate images, decays with arbitrary SNR can be obtained at a rate of 1/(N x G x 20 μs), that are immune to any signal intensity fluctuations happening at any frequency smaller than 1/(G x 20 μs) or 0.78 kHz. We illustrate the efficiency of this acquisition approach (dubbed interleaved gate acquisition) with SwissSPAD2 using simple examples.

Authors

Institutions

Publication Details

Published
2025-03-19
DOI
https://doi.org/10.1117/12.3043876
Citations
3
Primary Topic
Advanced Optical Sensing Technologies
Type
article
Field-Weighted Citation Impact
3.58
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Interleaved gate acquisition: a low-frequency noise-immune approach to wide field FLIM with time-gated SPAD cameras

Edoardo Charbon, Xavier Michalet, Claudio Bruschini, Shimon Weiss et al.
3 citations
Advanced Optical Sensing Technologies
3.58
article

Interleaved gate acquisition: a low-frequency noise-immune approach to wide field FLIM with time-gated SPAD cameras

Edoardo Charbon, Xavier Michalet, Claudio Bruschini, Shimon Weiss, Paul Moş
article en
3 citations

Abstract

Fluorescence lifetime imaging microscopy (FLIM) data acquisition using time-gated single-photon avalanche diode (SPAD) cameras with megapixel sizes involves the sequential acquisition of data at a number G of different gate locations to sample the whole fluorescence decay. This requirement of multiple, high signal-to-noise ratio (SNR) gate images acquisition, which may take several hundred of ms or longer, limits the achievable FLIM frame-rate, but also make them susceptible to artefacts when the signal’s intensity is fluctuating faster than the gate series can be acquired. Here, we implement a data acquisition scheme designed to counteract this effect by rapidly acquiring complete sequences of low SNR gate images at the maximum rate sustainable by the camera (50 kHz per 1-bit gate image), allowing a full 1-bit resolution decay to be acquired in G x 20 μs. By repeating this sequence of gate shifts N times and accumulating the corresponding gate images, decays with arbitrary SNR can be obtained at a rate of 1/(N x G x 20 μs), that are immune to any signal intensity fluctuations happening at any frequency smaller than 1/(G x 20 μs) or 0.78 kHz. We illustrate the efficiency of this acquisition approach (dubbed interleaved gate acquisition) with SwissSPAD2 using simple examples.

University of California, Los Angeles (US), École Polytechnique Fédérale de Lausanne (CH)
Affordable and clean energy
Openalex Percentile: Top 8%
Advanced Optical Sensing Technologies
3.58
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Interleaved gate acquisition: a low-frequency noise-immune approach to wide field FLIM with time-gated SPAD cameras — Edoardo Charbon, Xavier Michalet, et al. · (2025) | TGRS Research Map | TGRS