Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Spatial coherence loss: All objects matter in salient and camouflaged object detection

Pattern Recognition(2025)10.1016/j.patcog.2025.112798Source: DataRank Database

Spatial coherence loss: All objects matter in salient and camouflaged object detection is a research paper published in Pattern Recognition (2025). On theSindex it has a DataRank of 0. It has been cited 1 time.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access1 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (6 grants)Impact (FWCI 0.91)OA: greenTopics (12)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (3)

Kevin Choy ORCID,Sina Farsiu ORCID,Ziyun Yang ORCID

Live enrichment

PubMed:42022993 OpenAlex:https://openalex.org/W4416812911

National Institutes of Health

Grant: R01 EY036418

National Institutes of Health

Grant: P30 EY005722

National Institutes of Health

Grant: UG1 EY033287

National Institutes of Health

Grant: R01 EY034899

National Institutes of Health

Grant: U01 EY034687

Foundation Fighting Blindness

Grant: PPA-1224-0890-DUKE

FWCI

0.91

Citation Percentile

0.8%

Citation Trend

2026

greenLicense: https://doi.org/10.15223/policy-004

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13099175/pdf/nihms-2161316.pdf

publisherhttps://api.elsevier.com/content/article/PII:S003132032501461X?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S003132032501461X?httpAccept=text/plain

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13099175/

Fields of Study

Visual Attention and Saliency DetectionRandom lasers and scattering mediaVisual perception and processing mechanisms

Keywords

AmbiguityFocus (optics)PixelCoherence (philosophical gambling strategy)WeightingGround truthObject detectionSalientInformation loss