Evidence map›Paper›PMID 42346911›Full record

ArticleJournal of imaging2026

Finite-Aperture Limits for Yaw Estimation in Confocal Non-Line-of-Sight Imaging.

Riccardo Romanelli, Lorenzo Francesco Livi, Francesco V Pepe, Giacomo Sorelli, Enea Mauri, Milena D'Angelo, Massimiliano Proietti

Abstract read
In one paragraph

Article in Journal of imaging, 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

7 authors.

Riccardo RomanelliDipartimento Interuniversitario di Fisica, Università degli Studi di Bari Aldo Moro, 70125 Bari, Italy.
Lorenzo Francesco LiviLeonardo Electronics Division, Leonardo S.p.A, 50013 Campi Bisenzio, Italy.ORCID 0000-0002-1704-4072
Francesco V PepeDipartimento Interuniversitario di Fisica, Università degli Studi di Bari Aldo Moro, 70125 Bari, Italy.ORCID 0000-0002-7407-063X
Giacomo SorelliFraunhofer IOSB, Ettlingen, Fraunhofer Institute of Optronics, System Technologies and Image Exploitation, Gutleuthausstr. 1, 76275 Ettlingen, Germany.ORCID 0000-0003-2197-2768
Enea MauriLeonardo Innovation Hub, Quantum Technologies Lab, Leonardo S.p.A., 00131 Rome, Italy.
Milena D'AngeloDipartimento Interuniversitario di Fisica, Università degli Studi di Bari Aldo Moro, 70125 Bari, Italy.ORCID 0000-0002-8206-3982
Massimiliano ProiettiLeonardo Innovation Hub, Quantum Technologies Lab, Leonardo S.p.A., 00131 Rome, Italy.

Funding

Fraunhofer Society Attract 40-09467Ministry of Universities and Research PE0000023
6 · The paper itself

Abstract

Non-line-of-sight (NLOS) time-of-flight imaging can recover hidden-scene geometry from the transient image measured on a relay wall. While the finiteness of the relay wall is known to constrain reconstruction, its impact on the angular estimation of the target has not yet been characterized. We address this gap through two complementary analyses. First, we derive a simple geometric visibility criterion based on a vertical switch line on the wall, and identify the angular range over which the finite wall still preserves the main transient features needed for a unique planar reconstruction. Second, we quantify angular sensitivity through the Fisher information of the normalized transient shape, showing that yaw sensitivity is not distributed uniformly across the wall and decreases smoothly as the most informative part of the measurement is progressively clipped by the finite aperture. In this way, the switch-line threshold emerges as a geometric transition rather than a complete loss of angular information. Our findings help clarify the limits of angular estimation with finite relay walls and provide guidance for interpreting and designing confocal NLOS measurements.

Indexed as

confocal transient imagingcramér–rao boundfinite wall aperturefisher informationforward modelnon-line-of-sight imagingtime-of-flightyaw estimation

Identifiers

PMID42346911
PMCPMC13300989

What OpenQuestion holds

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LicenceCC BY
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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.