High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor

Ximing Ren, Peter W. R. Connolly, Abderrahim Halimi, Yoann Altmann, Stephen McLaughlin, Istvan Gyongy, Robert K. Henderson, Gerald Stuart Buller

Research output: Contribution to journalArticle

Abstract

A CMOS single-photon avalanche diode (SPAD) quanta image sensor is used to reconstruct depth and intensity profiles when operating in a range-gated mode used in conjunction with pulsed laser illumination. By designing the CMOS SPAD array to acquire photons within a pre-determined temporal gate, the need for timing circuitry was avoided and it was therefore possible to have an enhanced fill factor (61% in this case) and a frame rate (100,000 frames per second) that is more difficult to achieve in a SPAD array which uses time-correlated single-photon counting. When coupled with appropriate image reconstruction algorithms, millimeter resolution depth profiles were achieved by iterating through a sequence of temporal delay steps in synchronization with laser illumination pulses. For photon data with high signal-to-noise ratios, depth images with millimeter scale depth uncertainty can be estimated using a standard cross-correlation approach. To enhance the estimation of depth and intensity images in the sparse photon regime, we used a bespoke clustering-based image restoration strategy, taking into account the binomial statistics of the photon data and non-local spatial correlations within the scene. For sparse photon data with total exposure times of 75 ms or less, the bespoke algorithm can reconstruct depth images with millimeter scale depth uncertainty at a stand-off distance of approximately 2 meters. We demonstrate a new approach to single-photon depth and intensity profiling using different target scenes, taking full advantage of the high fill-factor, high frame rate and large array format of this range-gated CMOS SPAD array.
Original languageEnglish
Pages (from-to)5541-5557
Number of pages17
JournalOptics Express
Volume26
Issue number5
Early online date23 Feb 2018
DOIs
Publication statusPublished - 5 Mar 2018

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avalanche diodes
CMOS
high resolution
sensors
photons
illumination
image reconstruction
profiles
restoration
cross correlation
format
synchronism
pulsed lasers
counting
signal to noise ratios
time measurement
statistics

Cite this

Ren, Ximing ; Connolly, Peter W. R. ; Halimi, Abderrahim ; Altmann, Yoann ; McLaughlin, Stephen ; Gyongy, Istvan ; Henderson, Robert K. ; Buller, Gerald Stuart. / High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor. In: Optics Express. 2018 ; Vol. 26, No. 5. pp. 5541-5557.
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High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor. / Ren, Ximing; Connolly, Peter W. R.; Halimi, Abderrahim; Altmann, Yoann; McLaughlin, Stephen; Gyongy, Istvan; Henderson, Robert K.; Buller, Gerald Stuart.

In: Optics Express, Vol. 26, No. 5, 05.03.2018, p. 5541-5557.

Research output: Contribution to journalArticle

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