Home 3D Body Scanning using the Kinect
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Uploaded by BlackAtBrown on Aug 13, 2011
The 3D shape of the human body is useful for applications in fitness, games and apparel. Accurate body scanners, however, are expensive, limiting the availability of 3D body models. We present a method for human shape reconstruction from noisy monocular image and range data using a single inexpensive commodity sensor (the Kinect). The approach combines low-resolution image silhouettes with coarse range data to estimate a parametric model of the body. Accurate 3D shape estimates are obtained by combining multiple monocular views of a person moving in front of the
sensor. To cope with varying body pose, we use a SCAPE body model which factors 3D body shape and pose variations. This enables the estimation of a single consistent shape while allowing pose to vary. We propose a simple method to estimate standard body measurements from the recovered SCAPE model and show that the accuracy of our method is competitive with commercial
body scanning systems costing orders of magnitude more.
Publication:
Weiss, A., Hirshberg, D., Black, M.J., "Home 3D body scans from noisy image and range data,'' Int. Conf. on Computer Vision, ICCV, 2011.
http://www.cs.brown.edu/~black/Papers/KinectICCV2011.pdf
- 35 likes, 2 dislikes
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Uploader Comments (BlackAtBrown)
Top Comments
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Maby this is a new thing for games? Instead of playing a pre-made character, you can scan your body in kinect, and then you can play with yourself!
1 month ago 5
All Comments (11)
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I'd like to commission you one with certain improvement variations. Could you contact me at lorenzoaddolori@gmail.com
Thank you
Lorenzo
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@cxlcitymaster is this software available? What is the accuracy of the point cloud?
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Is there any way I could get this?
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Interesting application...This could be an economical way to make bespoke clothing.
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So its maybe possible to give the 3D Body
The picture texture of the Person
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@KeithWasHere1 wait for kinect 2
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is there anyway of canceling out all the noise?
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1:05 why is the face pixelated?
cxlcitymaster 2 months ago
@cxlcitymaster to anonymize the participatns
BlackAtBrown 2 months ago