Scipediacontent: Scipediacontent moved page Draft Content 684738428 to Olszewski et al 2020a

2021-01-28T17:34:09Z

Scipediacontent moved page Draft Content 684738428 to Olszewski et al 2020a

Scipediacontent: Created page with " == Abstract == We present an interactive approach to synthesizing realistic variations in facial hair in images, ranging from subtle edits to existing hair to the addition o..."

2021-01-28T17:34:05Z

Created page with " == Abstract == We present an interactive approach to synthesizing realistic variations in facial hair in images, ranging from subtle edits to existing hair to the addition o..."

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== Abstract ==

We present an interactive approach to synthesizing realistic variations in facial hair in images, ranging from subtle edits to existing hair to the addition of complex and challenging hair in images of clean-shaven subjects. To circumvent the tedious and computationally expensive tasks of modeling, rendering and compositing the 3D geometry of the target hairstyle using the traditional graphics pipeline, we employ a neural network pipeline that synthesizes realistic and detailed images of facial hair directly in the target image in under one second. The synthesis is controlled by simple and sparse guide strokes from the user defining the general structural and color properties of the target hairstyle. We qualitatively and quantitatively evaluate our chosen method compared to several alternative approaches. We show compelling interactive editing results with a prototype user interface that allows novice users to progressively refine the generated image to match their desired hairstyle, and demonstrate that our approach also allows for flexible and high-fidelity scalp hair synthesis.

Comment: To be presented in the 2020 Conference on Computer Vision and Pattern Recognition (CVPR 2020, Oral Presentation). Supplementary video can be seen at: https://www.youtube.com/watch?v=v4qOtBATrvM

== Original document ==

The different versions of the original document can be found in:

* [http://arxiv.org/abs/2004.06848 http://arxiv.org/abs/2004.06848]

* [http://arxiv.org/pdf/2004.06848 http://arxiv.org/pdf/2004.06848]

* [http://xplorestaging.ieee.org/ielx7/9142308/9156271/09157341.pdf?arnumber=9157341 http://xplorestaging.ieee.org/ielx7/9142308/9156271/09157341.pdf?arnumber=9157341],
: [http://dx.doi.org/10.1109/cvpr42600.2020.00747 http://dx.doi.org/10.1109/cvpr42600.2020.00747]

* [https://dblp.uni-trier.de/db/conf/cvpr/cvpr2020.html#OlszewskiCXEC0L20 https://dblp.uni-trier.de/db/conf/cvpr/cvpr2020.html#OlszewskiCXEC0L20],
: [https://www.arxiv-vanity.com/papers/2004.06848 https://www.arxiv-vanity.com/papers/2004.06848],
: [http://openaccess.thecvf.com/content_CVPR_2020/papers/Olszewski_Intuitive_Interactive_Beard_and_Hair_Synthesis_With_Generative_Models_CVPR_2020_paper.pdf http://openaccess.thecvf.com/content_CVPR_2020/papers/Olszewski_Intuitive_Interactive_Beard_and_Hair_Synthesis_With_Generative_Models_CVPR_2020_paper.pdf],
: [http://openaccess.thecvf.com/content_CVPR_2020/html/Olszewski_Intuitive_Interactive_Beard_and_Hair_Synthesis_With_Generative_Models_CVPR_2020_paper.html http://openaccess.thecvf.com/content_CVPR_2020/html/Olszewski_Intuitive_Interactive_Beard_and_Hair_Synthesis_With_Generative_Models_CVPR_2020_paper.html],
: [https://academic.microsoft.com/#/detail/3035246345 https://academic.microsoft.com/#/detail/3035246345]

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Olszewski et al 2020a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 684738428 to Olszewski et al 2020a

Scipediacontent: Created page with " == Abstract == We present an interactive approach to synthesizing realistic variations in facial hair in images, ranging from subtle edits to existing hair to the addition o..."