Recent Advances in Computational Time-of-Flight Imaging
—Time-of-Flight (ToF) cameras are 3D imaging de
vices that capture the geometry of a scene, exploiting the fact
that the travel time of photons is directly linked to the traveled
distance. This kind of sensor holds great promise in emerging
application areas, but a number of shortcomings compromise
its deployment. Specifically, we focus on the relatively large
power consumption compared to conventional cameras, the
limited range at which depth can be accurately estimated, and
measurement distortions produced by the harmonic content
of the modulation/demodulation waveforms and the multi-path
interference. In this work, we present recent advances in compu
tational ToF imaging aiming to surpass these limitations, enabling
passive operation indoors, long-range operation outdoors, and
the realization of single-shot multi-frequency continuous-wave
operation with minimal harmonic distortion. Passive operation
is attained by exploiting opportunity sources of modulated light,
such as LiFi or Visible Light Communications (VLC) modules.
Independently, gains in operative range can be obtained by
means of ultrashort pulse shaping combined with low-density
coded demodulation. Accurate Fourier sampling with minimal
harmonic distortion is attained by inducing custom resonant
effects in the ToF pixels. Initial evaluation results prove the
potential of these computational 3D imaging approaches to
bypass the aforementioned limitations.
keywords: 3D imaging, passive ToF, VLC, single-shot multi frequency
Publication: Congress
1716455236348
May 23, 2024
/research/publications/recent-advances-in-computational-time-of-flight-imaging
—Time-of-Flight (ToF) cameras are 3D imaging de
vices that capture the geometry of a scene, exploiting the fact
that the travel time of photons is directly linked to the traveled
distance. This kind of sensor holds great promise in emerging
application areas, but a number of shortcomings compromise
its deployment. Specifically, we focus on the relatively large
power consumption compared to conventional cameras, the
limited range at which depth can be accurately estimated, and
measurement distortions produced by the harmonic content
of the modulation/demodulation waveforms and the multi-path
interference. In this work, we present recent advances in compu
tational ToF imaging aiming to surpass these limitations, enabling
passive operation indoors, long-range operation outdoors, and
the realization of single-shot multi-frequency continuous-wave
operation with minimal harmonic distortion. Passive operation
is attained by exploiting opportunity sources of modulated light,
such as LiFi or Visible Light Communications (VLC) modules.
Independently, gains in operative range can be obtained by
means of ultrashort pulse shaping combined with low-density
coded demodulation. Accurate Fourier sampling with minimal
harmonic distortion is attained by inducing custom resonant
effects in the ToF pixels. Initial evaluation results prove the
potential of these computational 3D imaging approaches to
bypass the aforementioned limitations. - Miguel Heredia Conde, Álvaro López Paredes, Faisal Ahmed, Peyman F. Shahandashti, Paula López - 10.1109/IEEECONF59524.2023.10477005 - 979-8-3503-2574-4
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