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A Generative Model of Human Hair for Hair Sketching
2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)
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In this paper, we propose a generative model for hair representation and hair sketching, which is far more compact than the physically based models in graphics. ...
Then we propose a three level generative model for the hair image (c). ...
We are currently encoding more knowledge about hair structures in our model, so that our method can handle more complex hair styles including pigtail, braid, and curly hairs. ...
doi:10.1109/cvpr.2005.31
dblp:conf/cvpr/ChenZ05
fatcat:45yssbj6dbewfn4t2qbaoljsl4
A generative sketch model for human hair analysis and synthesis
2006
IEEE Transactions on Pattern Analysis and Machine Intelligence
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In this paper, we present a generative sketch model for human hair analysis and synthesis. ...
The generative model provides a straightforward way for synthesizing realistic hair images and stylistic drawings (rendering) from a sketch graph and a few Gaussian bases. ...
A GENERATIVE SKETCH MODEL OF HAIR The generative model for both analysis and synthesis is illustrated in Fig. 2 . ...
doi:10.1109/tpami.2006.131
pmid:16792093
fatcat:notulk5i3fg5da4gne7lbzssfe
Example-based composite sketching of human portraits
2004
Proceedings of the 3rd international symposium on Non-photorealistic animation and rendering - NPAR '04
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We propose a system which combines two separate but similar subsystems, one for the face and another for the hair, each of which employs a global and a local model. ...
way, making the hair subproblem decomposition an important step which must be handled carefully with a structured model and a detailed model. ...
(a) (e) (b) (c) (d)
Introduction We describe in this paper an interactive computer system for generating human portrait sketches. ...
doi:10.1145/987657.987673
dblp:conf/npar/ChenLRXSS04
fatcat:iwhkgtcfnzb4xam2f7v2znxbma
Interactive Hairstyle Modeling Using a Sketching Interface
[chapter]
2002
Lecture Notes in Computer Science
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Modeling and rendering human hair remains to be one of the most challenging computer graphics problems. ...
This paper presents a new interactive hair modeling system featured with a user-friendly sketching interface. ...
Acknowledgements T h e authors would like to thank Issei Fujishiro from Ochanomizu University for his helpful comments and continuous support. ...
doi:10.1007/3-540-46080-2_14
fatcat:5n2h5hmf4jemtf7m74lwg6shqe
SketchHairSalon: Deep Sketch-based Hair Image Synthesis
[article]
2021
arXiv
pre-print
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2021 pre-print arXiv:2109.07874v1 fatcat:glm4esryhzhjxfx4o42lknzphi
Recent deep generative models allow real-time generation of hair images from sketch inputs. Existing solutions often require a user-provided binary mask to specify a target hair shape. ...
Based on these observations, we present SketchHairSalon, a two-stage framework for generating realistic hair images directly from freehand sketches depicting desired hair structure and appearance. ...
For example, Chen et al. [2006] introduce a 2D generative sketch model for hair analysis and synthesis. ...
arXiv:2109.07874v2
fatcat:pxmklwfyw5cvzaw3yehlith35y
Realistic Hair from a Sketch
2007
IEEE International Conference on Shape Modeling and Applications 2007 (SMI '07)
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Recently, physically-based models have proved successful for generating a wide variety of hair types, but they do not provide a straightforward method for designing target hairstyles. ...
The contribution of this paper is to propose a user-friendly method for controlling such a physically-based model, requiring no specific knowledge of mechanics or hair styling: the user sketches example ...
Acknowledgments We thank Basile Audoly for his original code for computing the statics of a single hair fiber. ...
doi:10.1109/smi.2007.31
dblp:conf/smi/WitherBC07
fatcat:pnt3chkmvbglzjnf56fowyrwdu
A Simple Framework for Face Photo-Sketch Synthesis
2012
Mathematical Problems in Engineering
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This paper proposes a simple framework for face photo-sketch synthesis. ...
of input images, especially for complex self-shadows. ...
for Internet Innovation Technology, SKL of PMTI, SKL of CG&CAD, and Open Projects Program of NLPR. ...
doi:10.1155/2012/910719
fatcat:o4t3rzrbhjhjvezo4ckjl7a2de
3D Hair sketching for real-time dynamic & key frame animations
2008
The Visual Computer
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Physically based simulation of human hair is a well-studied and well-known problem. ...
This paper describes a sketch-based tool, with which a user can both create hair models with different styling parameters and produce animations of these created hair models using physically and key frame-based ...
To our knowledge, although there have been sketching-painting based solutions proposed for creating hair models, our tool's contribution is in the use of sketching as a means to create hair models and ...
doi:10.1007/s00371-008-0238-8
fatcat:yplybv2gfbc7hgospchugmjsyq
Sketching hairstyles
2007
Proceedings of the 4th Eurographics workshop on Sketch-based interfaces and modeling - SBIM '07
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The user portrays the global shape of a desired hairstyle through a few 3D style curves that are manipulated by interactively sketching freeform strokes. ...
This paper presents an intuitive sketching interface for interactive hairstyle design, made possible by an efficient numerical updating scheme. ...
[WBC07] proposed a sketch-based interface for controlling a physically-based hairstyle generator.
Image-based Hair Modeling. ...
doi:10.1145/1384429.1384439
fatcat:zz3bpbwegnd5dbcl4pg5efksya
Sketching Hairstyles
[article]
2007
Sketch-Based Interfaces and Modeling
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The user portrays the global shape of a desired hairstyle through a few 3D style curves which are manipulated by interactively sketching freeform strokes. ...
This paper presents an intuitive sketching interface for interactive hairstyle design, made possible by an efficient numerical updating scheme. ...
[WBC07] proposed a sketch-based interface for controlling a physically-based hairstyle generator. ...
doi:10.2312/sbm/sbm07/031-036
fatcat:2oa4nfuuzjd2hngnhybp4d4qae
Two-phase Hair Image Synthesis by Self-Enhancing Generative Model
[article]
2019
arXiv
pre-print
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In this paper, we propose a two-phase generative model for high-quality hair image synthesis. ...
Generating plausible hair image given limited guidance, such as sparse sketches or low-resolution image, has been made possible with the rise of Generative Adversarial Networks (GANs). ...
In contrast, [Chen and Zhu, 2006 ] put forward a 2D generative sketch model for both hair analysis and synthesis, with which, a hair image can be encoded into a sketch graph, a vector field and a high-frequency ...
arXiv:1902.11203v1
fatcat:iqdgtk2vm5cyrk3feggg27b4fm
A hybrid image-CAD based system for modeling realistic hairstyles
2014
Proceedings of the 18th meeting of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games - I3D '14
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Abstract Generating realistic hairstyles is critical in modeling human characters in computer games and feature films. ...
We then connect a web of splines as a guide hair surface and use it to compute a 3D orientational field within the hair volume for growing hair fibers. ...
Acknowledgements We acknowledge the reviewers for their valuable comments. X. Yu, Z. Yu and J. Yu were supported by an NSF Grant IIS-RI-1016395. ...
doi:10.1145/2556700.2556715
dblp:conf/si3d/YuYCY14
fatcat:4lals6zayrdnlpn36s6kpzdzfi
Single-view hair modeling using a hairstyle database
2015
ACM Transactions on Graphics
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Abstract Human hair presents highly convoluted structures and spans an extraordinarily wide range of hairstyles, which is essential for the digitization of compelling virtual avatars but also one of the ...
We first construct a large database of manually crafted hair models from several online repositories. ...
Acknowledgements We would like to thank the gamers and artists for making their hair models available on The Sims Resource and Newsea platform; Lingyu Wei for the script to retrieve the data; the photo ...
doi:10.1145/2766931
fatcat:u463lqchpvccrlciikhycsdrxi
On the Performance of GoogLeNet and AlexNet Applied to Sketches
2016
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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We show that both GoogLeNet and AlexNet networks are largely unable to recognize abstract sketches that are easily recognizable by humans. ...
Our main goal is to better understand the generalization abilities of these networks and their learned inner representations. ...
We thank the anonymous reviewers for their contribution. ...
doi:10.1609/aaai.v30i1.10171
fatcat:unvzqhwubrftbfenibxo2mvqum
A Sketching Interface for Modeling and Editing Hairstyles
[article]
2005
Sketch-Based Interfaces and Modeling
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This paper presents interaction techniques and algorithms for modeling and editing virtual 3D hairstyles with a user-friendly sketching interface. ...
Unlike existing hair modeling systems that require hours of complicated control point manipulations and parameter tweaking, our interface allows for creating expressive hairstyles quickly and easily, even ...
Acknowledgements We would like to thank Allan Jepson, Joe Laszlo, and Abhishek Ranjan for thoughtful discussions. ...
doi:10.2312/sbm/sbm05/185-194
fatcat:pwxgareopne7fdcmyl6scmw4re
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