Evidence map›Paper›PMID 41471546›Full record

ArticleSensors (Basel, Switzerland)2025

A Six-Tap iToF Imager with Wide Signal Intensity Range Using Linearization of Linear-Logarithmic Response.

Tomohiro Okuyama, Haruya Sugimura, Gabriel Alcade, Seiya Ageishi, Hyeun Woo Kwen, De Xing Lioe, Kamel Mars, Keita Yasutomi, Keiichiro Kagawa, Shoji Kawahito

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Tomohiro OkuyamaGraduate School of Medical Photonics, Shizuoka University, Hamamatsu 432-8011, Japan.ORCID 0009-0005-3126-5719
Haruya SugimuraGraduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu 432-8011, Japan.
Gabriel AlcadeGraduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu 432-8011, Japan.
Seiya AgeishiGraduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu 432-8011, Japan.
Hyeun Woo KwenGraduate School of Science and Technology, Shizuoka University, Hamamatsu 432-8561, Japan.ORCID 0009-0004-3579-7643
De Xing LioeResearch Institute of Electronics, Shizuoka University, Hamamatsu 432-8011, Japan.ORCID 0000-0002-7395-8848
Kamel MarsResearch Institute of Electronics, Shizuoka University, Hamamatsu 432-8011, Japan.ORCID 0000-0002-1587-6465
Keita YasutomiResearch Institute of Electronics, Shizuoka University, Hamamatsu 432-8011, Japan.
Keiichiro KagawaGraduate School of Medical Photonics, Shizuoka University, Hamamatsu 432-8011, Japan.ORCID 0009-0006-9497-0009
Shoji KawahitoGraduate School of Medical Photonics, Shizuoka University, Hamamatsu 432-8011, Japan.

Funding

JSPS KAKENHI 24H00313JST SPRING JPMJSP2167
6 · The paper itself

Abstract

Time-of-flight (ToF) image sensors must operate across a wide span of reflected-light intensities, from weak diffuse reflections to extremely strong retroreflections. We present a signal-intensity range-extension technique that linearizes the linear-logarithmic (Lin-Log) pixel response for short-pulse multi-tap indirect ToF (iToF) sensors. Per-pixel two-region (2R) and three-region (3R) models covering the linear, transition, and logarithmic regimes are derived and used to recover a near-linear signal. Compared with a two-region approach that does not linearize the transition region, the 3R method substantially improves linearity near the knee point if extremely high linearity is required. Experiments with a six-tap iToF imager validate the approach. Depth imaging shows that linearization with common parameters reduces average error but leaves pixel-wise deviations, whereas pixel-wise 3R linearization yields accurate and stable results. Range measurements with a retroreflective target moved from 1.8-13.0 m in 0.20 m steps and achieved centimeter-level resolution and reduced the linearity-error bound from ±6.7%FS to ±1.5%FS. Residual periodic deviations are attributed to small pulse-width mismatches between the illumination and demodulation gates. These results demonstrate that Lin-Log pixels, combined with pixel-wise three-region linearization, enable robust ToF sensing over an extended dynamic range suitable for practical environments with large reflectance variations.

Indexed as

dynamic range extensionindirect time-of-flight (iToF)linearized linear–logarithmic responsemulti-tappixel-wise correctionretroreflective targetsshort-pulse

Identifiers

PMID41471546
PMCPMC12737166

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.