Evidence map›Paper›PMID 42344707›Full record

ArticleAdvanced photonics2026

Strabismic imaging for correcting in-plane motion distortion in scanning imaging instruments and rolling shutter cameras.

Gastón A Ayubi, Karteek Kunala, Bartlomiej Kowalski, Aubrey Hargrave, Alfredo Dubra

Abstract read
In one paragraph

Article in Advanced photonics, 2026. 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

5 authors.

Gastón A AyubiByers Eye Institute, Stanford University, Palo Alto, California, United States.
Karteek KunalaByers Eye Institute, Stanford University, Palo Alto, California, United States.ORCID 0000-0002-5245-0850
Bartlomiej KowalskiByers Eye Institute, Stanford University, Palo Alto, California, United States.
Aubrey HargraveByers Eye Institute, Stanford University, Palo Alto, California, United States.
Alfredo DubraByers Eye Institute, Stanford University, Palo Alto, California, United States.ORCID 0000-0002-6506-9020

Funding

Stanford Vision Research CoreP30EY026877 · NEI · STANFORD UNIVERSITY · PI STEPHEN A BACCUS · 2017 to 2026
$8.0M
Cellular-level Vascular Oculomics (CVO) for monitoring systemic vascular healthOT2OD038128 · OD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Stephen A Burns, Amani A Fawzi · 2024 to 2026
$4.8M
Increasing the isoplanatic patch in adaptive optics ophthalmoscopyR01EY032147 · NEI · STANFORD UNIVERSITY · PI DUBRA, ALFREDO · 2021 to 2025
$2.4M
Improving rigor and reproducibility in adaptive optics ophthalmoscopyR01EY031360 · NEI · STANFORD UNIVERSITY · PI DUBRA, ALFREDO · 2020 to 2023
$2.3M
Low Latency Eye-Motion CompensationR01EY032669 · NEI · STANFORD UNIVERSITY · PI DUBRA, ALFREDO · 2021 to 2024
$1.8M
NEI NIH HHS P30 EY026877NEI NIH HHS R01 EY031360NEI NIH HHS R01 EY032147NEI NIH HHS R01 EY032669NIH HHS OT2 OD038128
6 · The paper itself

Abstract

Images acquired with point-scanning instruments, line-scanning instruments, and rolling shutter cameras are distorted by motion of the instrument or the scene. This distortion arises from the sequential capture of pixels or rows of pixels and is known as the rolling shutter effect. Here, we demonstrate the correction of rolling shutter distortion caused by in-plane motion with a dual-imaging technique inspired by strabismus, an eye misalignment condition. When the velocity observed in pairs of synchronously captured and misaligned images can be considered constant within each image row or column, the distortion estimation problem can be formulated as a system of linear equations describing the displacement of image strips along the slow scanning direction or as an optimization problem that maximizes the similarity between the two distortion-corrected images. Both methods can be modified to correct motion distortion caused by in-plane rotation and scaling changes. Strabismic image pairs, acquired with a point-scanning instrument and a dual-rolling shutter camera setup, are used to demonstrate both approaches.

Indexed as

motion distortionrolling shutter effectscanning microscopy

Identifiers

PMID42344707
PMCPMC13289718

What OpenQuestion holds

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Registered trials

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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.