MVMannequin

Overview

MVMannequin is a new dataset of a female and a male mannequins, both clotheless and wearing respectively 7 and 5 different outfits. We provide for each item a 3D model with a millimetric accuracy acquired with an Einscan HX hand scanner, and a corresponding 68 multi-views set of images captured thanks to the Kinovis platform.
We designed MVMannequin to enable the study of dressed humans, and to compare different algorithms on a same dataset, which we hope will serve as a strong benchmark for the computer vision research community.

More details on the dataset can be found in the article:

Millimetric Human Surface Capture in Minutes
Briac Toussaint, Laurence Boissieux, Diego Thomas, Edmond Boyer, Franco Jean-Sébastien SIGGRAPH Asia 2024 – 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, Dec 2024, Tokyo, Japan.

Bibtex information

@inproceedings{toussaint:hal-04724016,
TITLE = {{Millimetric Human Surface Capture in Minutes}},
AUTHOR = {Toussaint, Briac and Boissieux, Laurence and Thomas, Diego and Boyer, Edmond and Jean-S{\'e}bastien, Franco},
URL = {https://inria.hal.science/hal-04724016},
BOOKTITLE = {{SIGGRAPH Asia 2024 - 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia}},
ADDRESS = {Tokyo, Japan},
YEAR = {2024},
MONTH = Dec,
DOI = {10.1145/3680528.3687690},
KEYWORDS = {Neural Radiance Fields ; Human surface capture ; Differential rendering},
PDF = {https://inria.hal.science/hal-04724016v1/file/MillimetricHumans.pdf},
HAL_ID = {hal-04724016},
HAL_VERSION = {v1},
}

Outfits

Female

  • clotheless
  • opt1: cream high heels, long tight red dress
  • tig: white and pink sneakers, dotted white leggings, dotted salmon tank top (minimal clothing)
  • opt3: yellow ballerinas, dotted white leggings, short grey dress
  • cos: yellow ballerinas, dotted white leggings, flowery purple dress
  • opt2: yellow ballerinas, dotted white leggings, long loose blue dress
  • sho: white and pink sneakers, yellow shorts, purple T-shirt
  • jea: yellow ballerinas, jeans, green and pink flowery shirt
  • hidden: we recorded one additional outfit (white and pink sneakers, jeans, lavender hoodie) which will not be released to allow for future evaluations on unobserved data

Male

  • clotheless
  • tig: blue and white sneakers, beige shorts, grey tank top (minimal clothing)
  • sho: blue and white sneakers, beige shorts, orange T-shirt with picture
  • jea: black moccasins, jeans, grey and white striped shirt
  • cos: black moccasins, dark costume trousers, grey and white striped shirt, dark costume jacket
  • pt: black moccasins, dark costume trousers, grey and white striped shirt, beige trench coat
  • hidden: we recorded one additional outfit (blue and white sneakers, jeans, blue hoodie) which will not be released to allow for future evaluations on unobserved data

Videos

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The data is released for non-commercial research purposes.

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