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Style learning and transferring for facial animation editing

Xiaohan Ma, Binh Huy Le, Zhigang Deng
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ufj23cmftbe47kik7exdpigzsi" style="color: black;">Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation - SCA &#39;09</a> </i> &nbsp;
effectively applied to automate the editing of the remaining facial animation frames or transfer editing styles between different animation sequences.  ...  In this paper, we present a novel facial editing style learning framework that is able to learn a constraint-based Gaussian Process model from a small number of facial-editing pairs, and then it can be  ...  Xiaohan Ma, Binh Huy Le, and Zhigang Deng / Style Learning and Transferring for Facial Animation Editing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1599470.1599486">doi:10.1145/1599470.1599486</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sca/MaLD09.html">dblp:conf/sca/MaLD09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xlvvrbjx75d5dau2kg2u6mj7nu">fatcat:xlvvrbjx75d5dau2kg2u6mj7nu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160915091150/http://graphics.cs.uh.edu/ble/papers/2009sca-stylelearn/StyleLearning_SCA_2009_preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/d6/01d6cdce163adc0e939fea42f7cfaa98572b8f4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1599470.1599486"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A generic framework for editing and synthesizing multimodal data with relative emotion strength

Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei, Edmond S. L. Ho
<span title="2019-02-04">2019</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4uxxzgthzfhj3msheir6x5r3ry" style="color: black;">Computer Animation and Virtual Worlds</a> </i> &nbsp;
In computer animation, both body motions and facial expressions are two popular mediums for a character to express the emotion.  ...  As a result, our method can be applied to interactive applications such as computer games, image editing tools and virtual reality applications, as well as offline applications such as animation and movie  ...  Such an approach can be used for motion style transfer. [6] proposed a real-time approach for style transfer for human motion.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/cav.1871">doi:10.1002/cav.1871</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ftr22rnqtngzrbay6rbg54qn2q">fatcat:ftr22rnqtngzrbay6rbg54qn2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200507230937/http://eprints.whiterose.ac.uk/144010/1/A_Generic_Framework_for_Editing_and_Synthesizing_Multimodal_Data_with_Relative_Emotion_Strength.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e7/2d/e72d600361f7ede4def918fb8a77b7ab8c1795a2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/cav.1871"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

VisemeNet: Audio-Driven Animator-Centric Speech Animation [article]

Yang Zhou, Zhan Xu, Chris Landreth, Evangelos Kalogerakis, Subhransu Maji, Karan Singh
<span title="2018-05-24">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
; speech styles like mumbling or shouting are strongly co-related to the motion of facial landmarks; and animator style is encoded in viseme motion curve profiles.  ...  We evaluate our results by: cross-validation to ground-truth data; animator critique and edits; visual comparison to recent deep-learning lip-synchronization solutions; and showing our approach to be resilient  ...  ACKNOWLEDGEMENTS We acknowledge support from NSERC and NSF (CHS-1422441, CHS-1617333, IIS-1617917). We thank Pif Edwards and anonymous reviewers for their valuable feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1805.09488v1">arXiv:1805.09488v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ahgmxkuawjg7hguwc37rs5lezy">fatcat:ahgmxkuawjg7hguwc37rs5lezy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826081948/https://arxiv.org/pdf/1805.09488v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/eb/05/eb0557f2dae87df9b02d2226c308bac01659b553.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1805.09488v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation [article]

Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen
<span title="2021-03-29">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Specifically, a new generator architecture is proposed to simultaneously transfer color/texture styles and transform local facial shapes into anime-like counterparts based on the style of a reference anime-face  ...  We propose a double-branch discriminator to learn both domain-specific distributions and domain-shared distributions, helping generate visually pleasing anime-faces and effectively mitigate artifacts.  ...  [48] proposed a method for geometry-aware style transfer for portraits utilizing facial landmarks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.12593v2">arXiv:2102.12593v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vpylvtmgf5atrjshe3yxumpfwy">fatcat:vpylvtmgf5atrjshe3yxumpfwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210811045338/https://arxiv.org/pdf/2102.12593v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ca/d2/cad2231716af80db53f3a9431c3b8c9a0806d15b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.12593v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Data-driven animation technology (D2AT)

Hongchuan Yu, Taku Komura, Jian J. Zhang
<span title="">2017</span> <i title="ACM Press"> SIGGRAPH Asia 2017 Workshops on - SA &#39;17 </i> &nbsp;
Many approaches have been developed for this style transfer task and most of them are data-driven one.  ...  be applied for data analysis, synthesis and editing.  ...  key information such as X,Y,Z locations and intensities of each channel R, G and B for better feature extraction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3154457.3154458">doi:10.1145/3154457.3154458</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xcf67uxl3nfdth4ynrxtjxkoty">fatcat:xcf67uxl3nfdth4ynrxtjxkoty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719081102/https://www.research.ed.ac.uk/portal/files/53799235/a1_yu.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d2/0f/d20f2c38c39bdd944d869ba0b5550e8d00369a85.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3154457.3154458"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Automatic 3D Facial Expression Analysis in Videos [chapter]

Ya Chang, Marcelo Vieira, Matthew Turk, Luiz Velho
<span title="">2005</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We introduce a novel framework for automatic 3D facial expression analysis in videos. The preliminary results were demonstrated by editing the facial expression with facial recognition.  ...  To combine the manifolds of different subjects that vary significantly and are usually hard to align, we transfer the facial deformations in all training videos to one standard model.  ...  Facial animation can be generated from scratch, or by reusing existing data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11564386_23">doi:10.1007/11564386_23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ikvnrggpdjggne3y66elqllit4">fatcat:ikvnrggpdjggne3y66elqllit4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20071021102848/http://www.visgraf.impa.br/Data/RefBib/PS_PDF/amfg05/AMFG-Final.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2e/fb/2efb8bbbb79bb92757e22c7fdb0bf49318898c9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11564386_23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Robust Interactive Facial Animation Editing System

Eloïse Berson, Catherine Soladié, Vincent Barrielle, Nicolas Stoiber
<span title="">2019</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pmbfxpwxyff2jn32weiccuoz6e" style="color: black;">Motion, Interaction and Games on - MIG &#39;19</a> </i> &nbsp;
In this work, we propose a new learning-based approach to easily edit a facial animation from a set of intuitive control parameters.  ...  Over the past few years, the automatic generation of facial animation for virtual characters has garnered interest among the animation research and industry communities.  ...  ACKNOWLEDGMENTS We thank Emily Guy for her unnamed viewer. We also would like to thank all the members of Dynamixyz for his software Performer. We also thank Renaud Seguier for his supervision.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3359566.3360076">doi:10.1145/3359566.3360076</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mig/BersonSBS19.html">dblp:conf/mig/BersonSBS19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/syeyhcqskfdt3a74biamukd44y">fatcat:syeyhcqskfdt3a74biamukd44y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506040718/https://hal-centralesupelec.archives-ouvertes.fr/hal-02498086/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/50/ca/50cab6137860e4ab6fa49215009716c92766a12d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3359566.3360076"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A State-of-the-Art Review on Image Synthesis with Generative Adversarial Networks

Lei Wang, Wei Chen, Wenjia Yang, Fangming Bi, Fei Richard Yu
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
We also preview some likely future research directions in the field of GANs, such as video generation, facial animation synthesis and 3D face reconstruction.  ...  INDEX TERMS Generative adversarial networks, image synthesis, image-to-image translation, image editing, cartoon generation.  ...  It is can be used for facial attribute transfer and interpolation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2982224">doi:10.1109/access.2020.2982224</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p5uxjh4cybfw5grp6ldhkpukrm">fatcat:p5uxjh4cybfw5grp6ldhkpukrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108115234/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09043519.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b0/70/b0703b8e0377beac2dbd04a2e3b2de7350b896b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2982224"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

PIE: Portrait Image Embedding for Semantic Control [article]

Ayush Tewari, Mohamed Elgharib, Mallikarjun B R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
<span title="2020-09-20">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present the first approach for embedding real portrait images in the latent space of StyleGAN, which allows for intuitive editing of the head pose, facial expression, and scene illumination in the image  ...  For ease of use, control should be provided via a semantically meaningful parameterization that is akin to computer animation controls.  ...  We thank Rameen Abdal for kindly providing the Image2StyleGAN code, Jalees Nehvi for helping us with the comparisons, and Gereon Fox for the video voiceover.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.09485v1">arXiv:2009.09485v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/twv7rw3w4baizj3nomqbvxlluq">fatcat:twv7rw3w4baizj3nomqbvxlluq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201016124634/https://arxiv.org/pdf/2009.09485v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.09485v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Analysis and synthesis of facial expressions using decomposable nonlinear generative models

Chan-Su Lee, Dimitris Samaras
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kpdlnoy5crhxtiv7j3acen4kje" style="color: black;">Face and Gesture 2011</a> </i> &nbsp;
dependent style factor and expression type dependent expression factor.  ...  As facial expressions pass through nonlinear shape deformations during facial expressions, we model the facial expression in nonlinear mapping space based on low dimensional embedding and kernel mapping  ...  By editing the estimated style and expression parameter, we can generate new facial expression based on the new person style and expression type.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/fg.2011.5771360">doi:10.1109/fg.2011.5771360</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/fgr/LeeS11.html">dblp:conf/fgr/LeeS11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u4uolozd3jgwhktkqca4qfms2m">fatcat:u4uolozd3jgwhktkqca4qfms2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20131002065128/http://www.cs.sunysb.edu/~ial/content/papers/2011/lee_EmoSPACE11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/75/1d75ba5fc45202329451184e92bbff2bff1c089e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/fg.2011.5771360"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Unconstrained Facial Expression Transfer using Style-based Generator [article]

Chao Yang, Ser-Nam Lim
<span title="2019-12-12">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Facial expression transfer and reenactment has been an important research problem given its applications in face editing, image manipulation, and fabricated videos generation.  ...  We present a novel method for image-based facial expression transfer, leveraging the recent style-based GAN shown to be very effective for creating realistic looking images.  ...  in animating or transferring facial expressions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.06253v1">arXiv:1912.06253v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7pq7cpdmyfailmbn5hugjpvah4">fatcat:7pq7cpdmyfailmbn5hugjpvah4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826110426/https://arxiv.org/pdf/1912.06253v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/94/5d/945d53fa3b31ff1f0b52855daa16e9959887a9e3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.06253v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

High Resolution Acquisition, Learning and Transfer of Dynamic 3-D Facial Expressions

Yang Wang, Xiaolei Huang, Chan-Su Lee, Song Zhang, Zhiguo Li, Dimitris Samaras, Dimitris Metaxas, Ahmed Elgammal, Peisen Huang
<span title="">2004</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p2lpq6bugfcqxk44anrm6yki4m" style="color: black;">Computer graphics forum (Print)</a> </i> &nbsp;
Synthesis and re-targeting of facial expressions is central to facial animation and often involves significant manual work in order to achieve realistic expressions, due to the difficulty of capturing  ...  deformable mesh, 3) A unified low dimensional mapping of dynamic facial motion that can separate expression style, and 4) Synthesis of novel expressions as a combination of expression styles.  ...  Goldenstein and C. Vogler for their help with the tracking system [GVM03] and S. Venkataraman for initial face mesh work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1467-8659.2004.00800.x">doi:10.1111/j.1467-8659.2004.00800.x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/245aeohuf5dxbffwhi5rm5vlri">fatcat:245aeohuf5dxbffwhi5rm5vlri</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923003621/http://www3.cs.stonybrook.edu/~samaras/demo/expression-elec.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/08/420870e51da5085d7569423dbe8e860d17a5bf36.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1467-8659.2004.00800.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN [article]

Fei Yin and Yong Zhang and Xiaodong Cun and Mingdeng Cao and Yanbo Fan and Xuan Wang and Qingyan Bai and Baoyuan Wu and Jue Wang and Yujiu Yang
<span title="2022-03-17">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, our framework allows two types of facial editing, i.e., global editing via GAN inversion and intuitive editing based on 3D morphable models.  ...  The predicted motion is used to transform the latent features of StyleGAN for visual animation.  ...  For editing tasks, we directly use the style codes and feature maps from [55] . Evaluation Metrics. We exploit a set of metrics to evaluate image quality and motion transfer quality.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.04036v2">arXiv:2203.04036v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uyo7v5gvefgbnlxzxa5gp7bafy">fatcat:uyo7v5gvefgbnlxzxa5gp7bafy</a> </span>
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FENeRF: Face Editing in Neural Radiance Fields [article]

Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang
<span title="2022-03-20">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, we reveal that joint learning semantics and texture helps to generate finer geometry.  ...  Our method uses two decoupled latent codes to generate corresponding facial semantics and texture in a spatial aligned 3D volume with shared geometry.  ...  We show that FENeRF realizes fancy applications including style mixing, style transfer, facial attribute editing, and we further push them to a 3D free-view manner with explicit camera control.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.15490v2">arXiv:2111.15490v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qtqaijbwhncn7g3ncwjraehr6q">fatcat:qtqaijbwhncn7g3ncwjraehr6q</a> </span>
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Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network [article]

Hai X. Pham and Yuting Wang and Vladimir Pavlovic
<span title="2018-03-28">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
characteristics, such as facial geometry, skin color and hair style, as well as the original surrounding background.  ...  Our work gives rise to template-and-target-free expression editing, where still faces can be effortlessly animated with arbitrary AU coefficients provided by the user.  ...  Inspired by recent work in artistic style transfer [47] , we wish to compare the source and target in a latent expressiveness space with a projecting function f au .  ... 
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