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We propose Neural-DynamicReconstruction (NDR), a template-free method to recover high-fidelity geometry and motions of a dynamic scene from a monocular RGB-D camera.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Recovering non-rigid 3d shape from image streams
Christoph Bregler, Aaron Hertzmann, and Henning Biermann · 2000
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Reanimating faces in images and video
Volker Blanz, Curzio Basso, Tomaso Poggio, and Thomas Vetter · 2003
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Distinctive image features from scale-invariant keypoints
David G Lowe · 2004
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Scape: shape completion and animation of people
Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, and James Davis · 2005
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Particle video: Long-range motion estimation using point trajectories
Peter Sand and Seth Teller · 2008
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Articulated mesh animation from multi-view silhouettes
Daniel Vlasic, Ilya Baran, Wojciech Matusik, and Jovan Popovic · 2008
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Dense point trajectories by gpu-accelerated large displacement optical flow
Narayanan Sundaram, Thomas Brox, and Kurt Keutzer · 2010
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Kinectfusion: real-time 3d reconstruction and interaction using a moving depth camera
Shahram Izadi, David Kim, Otmar Hilliges, David Molyneaux, Richard Newcombe, Pushmeet Kohli, Jamie Shotton, Steve Hodges, Dustin Freeman, Andrew Davison, et al · 2011
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Dense non-rigid structure from motion
Chris Russell, João Fayad, and Lourdes Agapito · 2012
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Microsoft kinect sensor and its effect
Zhengyou Zhang · 2012
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Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2013
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Displaced dynamic expression regression for real-time facial tracking and animation
Chen Cao, Qiming Hou, and Kun Zhou · 2014
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A simple prior-free method for non-rigid structure-from-motion factorization
Yuchao Dai, Hongdong Li, and Mingyi He · 2014
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Dynamic 3d avatar creation from hand-held video input
Alexandru Eugen Ichim, Sofien Bouaziz, and Mark Pauly · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2015
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Smpl: A skinned multi-person linear model
Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, and Michael J Black · 2015
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Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time
Richard A Newcombe, Dieter Fox, and Steven M Seitz · 2015
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Keep it smpl: Automatic estimation of 3d human pose and shape from a single image
Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, and Michael J Black · 2016
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Volumedeform: Real-time volumetric non-rigid reconstruction
Matthias Innmann, Michael Zollhöfer, Matthias Nießner, Christian Theobalt, and Marc Stamminger · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
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Density estimation using real NVP
Laurent Dinh, Jascha Sohl-Dickstein, and Samy Bengio · 2017
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Real-time geometry, albedo, and motion reconstruction using a single rgb-d camera
Kaiwen Guo, Feng Xu, Tao Yu, Xiaoyang Liu, Qionghai Dai, and Yebin Liu · 2017
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Learning a model of facial shape and expression from 4d scans
Tianye Li, Timo Bolkart, Michael J Black, Hao Li, and Javier Romero · 2017
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Embodied hands: modeling and capturing hands and bodies together
Javier Romero, Dimitrios Tzionas, and Michael J. Black · 2017
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Killingfusion: Non-rigid 3d reconstruction without correspondences
Miroslava Slavcheva, Maximilian Baust, Daniel Cremers, and Slobodan Ilic · 2017
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3d menagerie: Modeling the 3d shape and pose of animals
Silvia Zuffi, Angjoo Kanazawa, David W Jacobs, and Michael J Black · 2017
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Neural ordinary differential equations
Ricky TQ Chen, Yulia Rubanova, Jesse Bettencourt, and David K Duvenaud · 2018
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Cnn-based real-time dense face reconstruction with inverse-rendered photo-realistic face images
Yudong Guo, Jianfei Cai, Boyi Jiang, Jianmin Zheng, et al · 2018
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Learning an animatable detailed 3d face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J Black, and Timo Bolkart · 2021
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Dynamic view synthesis from dynamic monocular video
Chen Gao, Ayush Saraf, Johannes Kopf, and Jia-Bin Huang · 2021
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Ad-nerf: Audio driven neural radiance fields for talking head synthesis
Yudong Guo, Keyu Chen, Sen Liang, Yong-Jin Liu, Hujun Bao, and Juyong Zhang · 2021
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To the point: Correspondence-driven monocular 3d category reconstruction
Filippos Kokkinos and Iasonas Kokkinos · 2021
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Neural scene flow fields for space-time view synthesis of dynamic scenes
Zhengqi Li, Simon Niklaus, Noah Snavely, and Oliver Wang · 2021
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Nerfies: Deformable neural radiance fields
Keunhong Park, Utkarsh Sinha, Jonathan T Barron, Sofien Bouaziz, Dan B Goldman, Steven M Seitz, and Ricardo Martin-Brualla · 2021
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Angjoo Kanazawa, Shubham Tulsiani, Alexei A Efros, and Jitendra Malik · 2018
Cited alongside, same era.
Sobolevfusion: 3d reconstruction of scenes undergoing free non-rigid motion
Miroslava Slavcheva, Maximilian Baust, and Slobodan Ilic · 2018
Cited alongside, same era.
Monoperfcap: Human performance capture from monocular video
Weipeng Xu, Avishek Chatterjee, Michael Zollhöfer, Helge Rhodin, Dushyant Mehta, Hans-Peter Seidel, and Christian Theobalt · 2018
Cited alongside, same era.
State of the art on monocular 3d face reconstruction, tracking, and applications
Michael Zollhöfer, Justus Thies, Pablo Garrido, Derek Bradley, Thabo Beeler, Patrick Pérez, Marc Stamminger, Matthias Nießner, and Christian Theobalt · 2018
Cited alongside, same era.
Invertible residual networks
Jens Behrmann, Will Grathwohl, Ricky TQ Chen, David Duvenaud, and Jörn-Henrik Jacobsen · 2019
Cited alongside, same era.
Livecap: Real-time human performance capture from monocular video
Marc Habermann, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, and Christian Theobalt · 2019
Cited alongside, same era.
Deep non-rigid structure from motion
Chen Kong and Simon Lucey · 2019
Cited alongside, same era.
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Hypernerf: A higher-dimensional representation for topologically varying neural radiance fields
Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, and Steven M. Seitz · 2021
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Neural parts: Learning expressive 3d shape abstractions with invertible neural networks
Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, and Sanja Fidler · 2021
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D-nerf: Neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
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Non-rigid neural radiance fields: Reconstruction and novel view synthesis of a dynamic scene from monocular video
Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhöfer, Christoph Lassner, and Christian Theobalt · 2021
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Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction
Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, and Wenping Wang · 2021
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Lasr: Learning articulated shape reconstruction from a monocular video
Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Huiwen Chang, Deva Ramanan, William T Freeman, and Ce Liu · 2021
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Viser: Video-specific surface embeddings for articulated 3d shape reconstruction
Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Ce Liu, and Deva Ramanan · 2021
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Geometry processing with neural fields
Guandao Yang, Serge Belongie, Bharath Hariharan, and Vladlen Koltun · 2021
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Fast and robust iterative closest point
Juyong Zhang, Yuxin Yao, and Bailin Deng · 2021
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Pamir: Parametric model-conditioned implicit representation for image-based human reconstruction
Zerong Zheng, Tao Yu, Yebin Liu, and Qionghai Dai · 2021
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Neural rgb-d surface reconstruction
Dejan Azinović, Ricardo Martin-Brualla, Dan B Goldman, Matthias Nießner, and Justus Thies · 2022
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Neural head avatars from monocular rgb videos
Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, and Justus Thies · 2022
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Headnerf: A real-time nerf-based parametric head model
Yang Hong, Bo Peng, Haiyao Xiao, Ligang Liu, and Juyong Zhang · 2022
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Selfrecon: Self reconstruction your digital avatar from monocular video
Boyi Jiang, Yang Hong, Hujun Bao, and Juyong Zhang · 2022
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Cadex: Learning canonical deformation coordinate space for dynamic surface representation via neural homeomorphism
Jiahui Lei and Kostas Daniilidis · 2022
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Robust high-resolution video matting with temporal guidance
Shanchuan Lin, Linjie Yang, Imran Saleemi, and Soumyadip Sengupta · 2022
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Occlusionfusion: Occlusion-aware motion estimation for real-time dynamic 3d reconstruction
Wenbin Lin, Chengwei Zheng, Jun-Hai Yong, and Feng Xu · 2022
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Banmo: Building animatable 3d neural models from many casual videos
Gengshan Yang, Minh Vo, Neverova Natalia, Deva Ramanan, Vedaldi Andrea, and Joo Hanbyul · 2022
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