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Record W1576361320

Integrated Multispectral Camouflage for Mobile Weapon Systems (An Effectiveness Evaluation)

2002· article· en· W1576361320 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDefense Technical Information Center (DTIC) · 2002
Typearticle
Languageen
FieldEngineering
TopicInfrared Target Detection Methodologies
Canadian institutionsnot available
Fundersnot available
KeywordsCamouflageMultispectral imageSuiteComputer scienceRemote sensingSpectral bandsHyperspectral imagingInfraredComputer securityArtificial intelligenceOpticsGeologyPhysicsGeography
DOInot available

Abstract

fetched live from OpenAlex

The surveillance capabilities of armed forces throughout the world have increased tremendously during the past few years. The threat to military assets is multispectral and Camouflage, Concealment and Deception (CCD) measures must be provided in all the proper spectral regions in order to counter this threat. At the end of 1997, Director Soldier Systems Program Management (DSSPM) tasked Defense Research Establishment Valcartier (DREV) to determine the overall effectiveness of new mobile camouflage equipment against modern imaging systems from the ultraviolet (UV) to the thermal infrared (IR) spectral regions. An Integrated Multispectral CAmouflage for Vehicle Systems (IMCAVS) was designed by Barracuda Technologies of Sweden for the newly introduced Canadian Forces (CF) reconnaissance vehicle: the Coyote. To verify the enhanced characteristics of this new generation of camouflage equipment, a trial, under the umbrella of NATO, was conducted at CFB Valcartier in August 1998. This paper presents results and comments on the specially designed concealment suite for the Coyote vehicle. This experimental concealment suite is designed to reduce the signature of the vehicle in the UV, visible and in both infrared spectral bands. It describes the design and characteristics of the Coyote concealment suite, a description of the experimental conditions and the instrumentation deployed during this trial. An indication of the results of a human perception experiment on the performance of the concealment suite in the visible band and electro-optical measurements taken in the UV and the two infrared (IR) bands are presented. Additionally, FLIR over flights conducted by CF188 aircraft are referenced. Finally, some conclusions and recommendations are tabled.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.536
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.054
GPT teacher head0.290
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it