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Record W2134296684 · doi:10.1109/cgi.1996.511795

Virtual clothes, hair and skin for beautiful top models

2002· article· en· W2134296684 on OpenAlex
Nadia Magnenat‐Thalmann, Stéphane Carion, Martin Courchesne, Pascal Volino, Wu Yin

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

Venuenot available
Typearticle
Languageen
FieldEngineering
Topic3D Shape Modeling and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsClothingAnimationComputer scienceComputer graphics (images)Visual artsArtHistory

Abstract

fetched live from OpenAlex

Since 1986, we have led extensive research on simulating realistic looking humans. We have created Marilyn Monroe and Humphrey Bogart that met in a Cafe in Montreal. At that time, they did not wear any dress as such. Humphrey's body was made out of a plaster model that has the shape of a suit. Colours on Marilyn's body looked like a dress. Hairs were simulated as a global shape and skin was a colour. Since then, we have developed extensive research to simulate real virtual deformable clothes wearing by virtual humans. We also needed to have appropriate simulation of a skin and recently, we have developed new research on skin in order to decrease the plastic colour of our synthetic actors. Also there was a need to simulate hair in an efficient way. New methods have been developed, both for design and animation purpose that are compatible with the clothes module. In this paper, we introduce our most recent research results on these topics. We are now able to simulate top models that start to look like real ones. Our latest work, that shows Marilyn receiving a golden camera Award in Berlin, Germany, demonstrates the results of our research. This sequence has been shown in a ZDF television program that was seen by more than 15 million viewers.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.900
Threshold uncertainty score0.294

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.020
GPT teacher head0.192
Teacher spread0.172 · 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

Quick stats

Citations26
Published2002
Admission routes1
Has abstractyes

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