Publications

@inproceedings{zhang2024force,
    title = {FORCE: Dataset and Method for Intuitive Physics Guided Human-object Interaction},
    author = {Zhang, Xiaohan and Bhatnagar, Bharat Lal and Starke, Sebastian and Petrov, Ilya A. and Guzov, Vladimir and Dhamo, Helisa and Pérez Pellitero, Eduardo and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2025},
}

@inproceedings{guzov-jiang2024hmd2,
    title = {HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device},
    author = {Guzov, Vladimir and Jiang, Yifeng and Hong, Fangzhou and Pons-Moll, Gerard and Newcombe, Richard and Liu, C. Karen and Ye, Yuting and Ma, Lingni},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2025},
}

@inproceedings{xie2024InterTrack,
    title = {InterTrack: Tracking Human Object Interaction without Object Templates},
    author = {Xie, Xianghui and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2025},
}

@inproceedings{li2024unimotion,
    title = {Unimotion: Unifying 3D Human Motion Synthesis and Understanding},
    author = {Li, Chuqiao and Chibane, Julian and He, Yannan and Pearl, Naama and Geiger, Andreas and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2025},
}

@inproceedings{xue2024human3diffusion,
    title = {Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models},
    author = {Xue, Yuxuan and Xie, Xianghui and Marin, Riccardo and Pons-Moll, Gerard},
    booktitle = {Advances in Neural Information Processing Systems ({NeurIPS})},
    month = {December},
    year = {2024},
}

@inproceedings{sarandi24nlf,
    title = {Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation},
    author = {Sárándi, István and Pons-Moll, Gerard},
    booktitle = {Advances in Neural Information Processing Systems ({NeurIPS})},
    month = {December},
    year = {2024},
}

@inproceedings{marin24nicp,
    title = {NICP: Neural ICP for 3D Human Registration at Scale},
    author = { Marin, Riccardo and Corona, Enric and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision},
    month = {October},
    year = {2024},
}

@inproceedings{ma2024nymeria,
    title = {Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild},
    author = {Ma, Lingni and Ye, Yuting and Hong, Fangzhou and Guzov, Vladimir and Jiang, Yifeng and Postyeni, Rowan and Pesqueira, Luis and Gamino, Alexander and Baiyya, Vijay and Kim, Hyo Jin and Bailey, Kevin and Fosas, David S. and Liu, C. Karen and Liu, Ziwei and Engel, Jakob and De Nardi, Renzo and Newcombe, Richard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {Sep},
    year = {2024},
}

@inproceedings{stage,
    title = {Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators},
    author = {Kister, Nikita and Sárándi, István and Khoreva, Anna and Pons-Moll, Gerard},
    booktitle = {Arxiv},
    year = {2024},
}

@inproceedings{hong2024egolm,
    title = {EgoLM: Multi-Modal Language Model of Egocentric Motions},
    author = {Hong, Fangzhou and Guzov, Vladimir and Kim, Hyo Jin and Ye, Yuting and Newcombe, Richard and Liu, Ziwei and Ma, Lingni},
    booktitle = {Arxiv},
    month = {Sep},
    year = {2024},
}

@article{blendify2024,
    title = {Blendify -- Python rendering framework for Blender},
    author = {Guzov, Vladimir and Petrov, Ilya A. and Pons-Moll, Gerard},
    journal = {Arxiv},
    year = {2024},
}

@inproceedings{youwang2023paintit,
    title = {Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering},
    author = {Youwang, Kim and Oh, Tae-Hyun and Pons-Moll, Gerard},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2024},
}

@inproceedings{he24nrdf,
    title = {NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors},
    author = {He, Yannan and Tiwari, Garvita and Birdal, Tolga and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    month = {June},
    year = {2024},
}

@inproceedings{zhou2024gears,
    title = {GEARS: Local Geometry-aware Hand-object Interaction Synthesis},
    author = {Zhou, Keyang and Bhatnagar, Bharat Lal and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2024},
}

@inproceedings{xie2023template_free,
    title = {Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation},
    author = {Xie, Xianghui and Bhatnagar, Bharat Lal and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2024},
}

@inproceedings{yunus24star,
    title = {Recent Trends in 3D Reconstruction of General Non-Rigid Scenes},
    author = {Yunus, Raza and Lenssen, Jan Eric and Niemeyer, Michael and Liao, Yiyi and Rupprecht, Christian and Theobalt, Christian and Pons-Moll, Gerard and Huang, Jia-Bin and Golyanik, Vladislav and Ilg, Eddy},
    booktitle = {Eurographics},
    month = {April},
    year = {2024},
}

@inproceedings{guzov23ireplica,
    title = {Interaction Replica: Tracking human–object interaction and scene changes from human motion},
    author = {Guzov, Vladimir and Chibane, Julian and Marin, Riccardo and He, Yannan and Saracoglu, Yunus and Sattler, Torsten and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2024},
}

@inproceedings{mir23origin,
    title = {Generating Continual Human Motion in Diverse 3D Scenes},
    author = {Mir, Aymen and Puig, Xavier and Kanazawa, Angjoo and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2024},
}

@inproceedings{antic2024close,
    title = {{CloSe}: A {3D} Clothing Segmentation Dataset and Model},
    author = {Antić, Dimitrije and Tiwari, Garvita and Ozcomlekci, Batuhan  and Marin, Riccardo  and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2024},
}

@inproceedings{kabadayi24ganavatar,
    title = {GAN-Avatar: Controllable Personalized GAN-based Human Head Avatar},
    author = {Kabadayi, Berna and Zielonka, Wojciech and Bhatnagar, Bharat Lal  and Pons-Moll, Gerard and Thies, Justus},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2024},
}

@inproceedings{xue2023nsf,
    title = {NSF: Neural Surface Fields for Human Modeling from Monocular Depth},
    author = {Xue, Yuxuan and Bhatnagar, Bharat Lal and Marin, Riccardo and Sarafianos, Nikolaos and Xu, Yuanlu and Pons-Moll, Gerard and Tung, Tony},
    booktitle = {ICCV},
    month = {October},
    year = {2023},
}

@inproceedings{habermann2022hdhumans,
    title = {HDHumans: A Hybrid Approach for High-fidelity Digital Humans},
    author = {Haberman, Marc and Liu, Lingjie and Xu, Weipeng and Pons-Moll, Gerard and Zollhoefer, Michael and Theobalt, Christian},
    booktitle = {Symposium on Computer Animation(SCA)},
    month = {August},
    year = {2023},
}

@inproceedings{petrov2023popup,
    title = {Object pop-up: Can we infer 3D objects and their poses from human interactions alone?},
    author = {Petrov, Ilya A. and Marin, Riccardo and Chibane, Julian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    organization = {{IEEE}},
    year = {2023},
}

@inproceedings{xie2023vistracker,
    title = {Visibility Aware Human-Object Interaction Tracking from Single RGB Camera},
    author = {Xie, Xianghui and Bhatnagar, Bharat Lal and Pons-Moll, Gerard},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2023},
}

@inproceedings{lazova2023control,
    title = {Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation},
    author = {Lazova, Verica and Guzov, Vladimir and Olszewski, Kyle and Tulyakov, Sergey and Pons-Moll, Gerard},
    booktitle = {Winter Conference on Applications of Computer Vision ({WACV})},
    month = {January},
    year = {2023},
}

@inproceedings{zhou2022art,
    title = {Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes},
    author = {Zhou, Keyang and Bhatnagar, Bharat Lal and Schiele, Bernt and Pons-Moll, Gerard},
    booktitle = {2022 International Conference on 3D Vision (3DV)},
    organization = {IEEE},
    year = {2022},
}

@inproceedings{Xian2022gin,
    title = {Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes},
    author = {Xian, Yongqin and Chibane, Julian and Bhatnagar, Bharat Lal and Schiele, Bernt and Akata, Zeynep and Pons-Moll, Gerard},
    booktitle = {2022 International Conference on 3D Vision (3DV)},
    organization = {IEEE},
    year = {2022},
}

@inproceedings{chibane2021box2mask,
    title = {Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes},
    author = {Chibane, Julian and Engelmann, Francis and Tran, Tuan Anh and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{xie22chore,
    title = {CHORE: Contact, Human and Object REconstruction from a single RGB image},
    author = {Xie, Xianghui and Bhatnagar, Bharat Lal and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{zhang2022couch,
    title = {COUCH: Towards Controllable Human-Chair Interactions},
    author = {Zhang, Xiaohan and Bhatnagar, Bharat Lal and Starke, Sebastian and Guzov, Vladimir and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{coronaLVD,
    title = {Learned Vertex Descent: A New Direction for 3D Human Model Fitting},
    author = {Corona, Enric and Pons-Moll, Gerard and Alenya, Guillem and  Moreno-Noguer,Francesc},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{tiwari22posendf,
    title = {Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields},
    author = {Tiwari, Garvita and Antic, Dimitrije and Lenssen, Jan Eric and Sarafianos, Nikolaos and Tung, Tony and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{liao2022pose,
    title = {Skeleton-free Pose Transfer for Stylized 3D Characters},
    author = {Liao, Zhouyingcheng and Yang, Jimei and Saito, Jun and Pons-Moll, Gerard and Zhou, Yang},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{zhou2022toch,
    title = {TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement},
    author = {Zhou, Keyang and Bhatnagar, Bharat Lal and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{bhatnagar22behave,
    title = {BEHAVE: Dataset and Method for Tracking Human Object Interactions},
    author = {Bhatnagar, Bharat Lal and  Xie, Xianghui and Petrov, Ilya A. and Sminchisescu, Cristian and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2022},
}

@inproceedings{tiwari21neuralgif,
    title = {Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing},
    author = {Tiwari, Garvita and Sarafianos, Nikolaos and Tung, Tony and Pons-Moll, Gerard},
    booktitle = {International Conference on Computer Vision ({ICCV})},
    month = {October},
    year = {2021},
}

@inproceedings{HPS,
    title = {Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors },
    author = {Guzov, Vladimir and Mir, Aymen and Sattler, Torsten and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2021},
}

@inproceedings{SRF,
    title = {Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes },
    author = {Chibane, Julian and Bansal, Aayush and Lazova, Verica and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2021},
}

@inproceedings{coronaSMPLicit,
    title = {SMPLicit: Topology-aware Generative Model for Clothed People},
    author = {Corona, Enric and Pumarola, Albert and Alenya, Guillem and Pons-Moll, Gerard and Moreno-Noguer, Francesc},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2021},
}

@inproceedings{pumarolaDNERF,
    title = {D-NeRF: Neural Radiance Fields for Dynamic Scenes},
    author = {Pumarola, Albert and Corona, Enric and Pons-Moll, Gerard and Moreno-Noguer, Francesc},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2021},
}

@inproceedings{3dconvgesture_2021,
    title = {Learning Speech-driven 3D Conversational Gestures from Video},
    author = {Habibie, Ikhsanul and Xu, Weipeng and Mehta, Dushyant and Liu, Lingjie and Seidel, Hans-Peter and Pons-Moll, Gerard and Elgharib, Mohamed and Theobalt, Christian},
    booktitle = {ACM International Conference on Intelligent Virtual Agents (IVA)},
    year = {2021},
}

@inproceedings{chibane2020ndf,
    title = {Neural Unsigned Distance Fields for Implicit Function Learning},
    author = {Chibane, Julian and Mir, Aymen and Pons-Moll, Gerard},
    booktitle = {Advances in Neural Information Processing Systems ({NeurIPS})},
    month = {December},
    year = {2020},
}

@inproceedings{bhatnagar2020loopreg,
    title = {LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration},
    author = {Bhatnagar, Bharat Lal and Sminchisescu, Cristian and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {Advances in Neural Information Processing Systems ({NeurIPS})},
    month = {December},
    year = {2020},
}

@article{SelfPose2020,
    title = {SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera},
    author = {Tome, Denis and Alldieck, Thiemo and Peluse, Patrick and Pons-Moll, Gerard and Agapito, Lourdes and Badino, Hernan and de la Torre, Fernando},
    journal = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence},
    month = {Oct},
    year = {2020},
}

@inproceedings{sattar2020privacy,
    title = {Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction},
    author = {Sattar, Hosnieh and Kromholz, Katharina and Pons-Moll, Gerard and Fritz, Mario},
    booktitle = {European Conference on Computer Vision ({ECCV}), Workshops},
    month = {August},
    organization = {{Springer}},
    year = {2020},
}

@inproceedings{chibane2020ifnet_texture,
    title = {Implicit Feature Networks for Texture Completion from Partial 3D Data},
    author = {Chibane, Julian and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV}), Workshops},
    month = {August},
    organization = {{Springer}},
    year = {2020},
}

@inproceedings{deng2019neural,
    title = {NASA: Neural Articulated Shape Approximation},
    author = {Deng, Boyang and Lewis, JP and Jeruzalski, Timothy and Pons-Moll, Gerard and Hinton, Geoffrey and Norouzi, Mohammad and Tagliasacchi, Andrea},
    booktitle = {The European Conference on Computer Vision (ECCV)},
    month = {August},
    year = {2020},
}

@inproceedings{tiwari20sizer,
    title = {SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing},
    author = {Tiwari, Garvita and Bhatnagar, Bharat Lal and Tung, Tony and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {August},
    organization = {{Springer}},
    year = {2020},
}

@inproceedings{bhatnagar2020ipnet,
    title = {Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction},
    author = {Bhatnagar, Bharat Lal and Sminchisescu, Cristian and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {August},
    organization = {{Springer}},
    year = {2020},
}

@inproceedings{zhou20unsupervised,
    title = {Unsupervised Shape and Pose Disentanglement for 3D Meshes},
    author = {Zhou, Keyang and Bhatnagar, Bharat Lal and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision (ECCV)},
    month = {August},
    year = {2020},
}

@inproceedings{Brazil20Kinematic,
    title = {Kinematic 3D Object Detection in Monocular Video},
    author = {Brazil, Garrick and Pons-Moll, Gerard and Liu, Xiaoming and Schiele, Bernt},
    booktitle = {The European Conference on Computer Vision (ECCV)},
    month = {August},
    year = {2020},
}

@article{XNect_SIGGRAPH2020,
    title = {{XNect}: Real-time Multi-Person {3D} Motion Capture with a Single {RGB} Camera},
    author = {Mehta, Dushyant and Sotnychenko, Oleksandr and Mueller, Franziska and Xu, Weipeng and Elgharib, Mohamed and Fua, Pascal and Seidel, Hans-Peter and Rhodin, Helge and Pons-Moll, Gerard and Theobalt, Christian},
    journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH)},
    month = {July},
    number = {4},
    volume = {39},
    year = {2020},
}

@inproceedings{chibane20ifnet,
    title = {Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion},
    author = {Chibane, Julian and Alldieck, Thiemo and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2020},
}

@inproceedings{patel20tailornet,
    title = {TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style},
    author = {Patel, Chaitanya and Liao, Zhouyingcheng and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2020},
}

@inproceedings{mir20pix2surf,
    title = {Learning to Transfer Texture from Clothing Images to 3D Humans},
    author = {Mir, Aymen and Alldieck, Thiemo and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    organization = {{IEEE}},
    year = {2020},
}

@inproceedings{ma20autoenclother,
    title = {Learning to Dress 3D People in Generative Clothing},
    author = {Ma, Qianli and Yang, Jinlong and Ranjan, Anurag and Pujades, Sergi and Pons-Moll, Gerard and Tang, Siyu and Black, Michael},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2020},
}

@inproceedings{habermann20deepcap,
    title = {DeepCap: Monocular Human Performance Capture Using Weak Supervision},
    author = {Habermann, Marc and Xu, Weipeng and and Zollhoefer, Michael and Pons-Moll, Gerard and Theobalt, Christian},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2020},
}

@inproceedings{bhatnagar2019mgn,
    title = {Multi-Garment Net: Learning to Dress 3D People from Images},
    author = {Bhatnagar, Bharat Lal and Tiwari, Garvita and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {{IEEE} International Conference on Computer Vision ({ICCV})},
    month = {oct},
    organization = {{IEEE}},
    year = {2019},
}

@inproceedings{alldieck2019tex2shape,
    title = {Tex2Shape: Detailed Full Human Body Geometry from a Single Image},
    author = {Alldieck, Thiemo and Pons-Moll, Gerard and Theobalt, Christian and Magnor, Marcus},
    booktitle = {{IEEE} International Conference on Computer Vision ({ICCV})},
    month = {oct},
    organization = {{IEEE}},
    year = {2019},
}

@inproceedings{mahmood2019amass,
    title = {AMASS: Archive of Motion Capture as Surface Shapes},
    author = {Mahmood, Naureen and Ghorbani, Nima and Troje, Nikolaus F. and Pons-Moll, Gerard and Black, Michael J.},
    booktitle = {{IEEE} International Conference on Computer Vision ({ICCV})},
    month = {oct},
    organization = {{IEEE}},
    year = {2019},
}

@inproceedings{lazova3dv2019,
    title = {360-Degree Textures of People in Clothing from a Single Image},
    author = {Lazova, Verica and Insafutdinov, Eldar and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {sep},
    year = {2019},
}

@article{DoubleFusionPAMI_2019,
    title = {DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor},
    author = {Yu, Tao and Zhao, Jianhui and Zerong, Zhang and Guo, Kaiwen and Quionhai, Dai and Li, Hao and Pons-Moll, Gerard and Liu, Yebin},
    journal = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence},
    month = {july},
    year = {2019},
}

@article{habermann2019TOG,
    title = {LiveCap: Real-time Human Performance Capture from Monocular Video},
    author = {Habermann, Marc and Xu, Weipeng and and Zollhoefer, Michael and Pons-Moll, Gerard and Theobalt, Christian},
    journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH)},
    month = {jul},
    year = {2019},
}

@inproceedings{habibieCVPR19,
    title = {In the Wild Human Pose Estimation using Explicit 2D Features and Intermediate 3D Representations},
    author = {Habibie, Ikhsanul and Xu, Weipeng and Mehta, Dushyant and Pons-Moll, Gerard and Theobalt, Christian},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2019},
}

@inproceedings{alldieck19cvpr,
    title = {Learning to Reconstruct People in Clothing from a Single {RGB} Camera},
    author = {Alldieck, Thiemo and Magnor, Marcus and Bhatnagar, Bharat Lal and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    year = {2019},
}

@inproceedings{SimulCap19,
    title = {SimulCap : Single-View Human Performance Capture with Cloth Simulation},
    author = {Yu, Tao and Zheng, Zerong and Zhong, Yuan and Zhao, Jianhui and Quionhai, Dai and Pons-Moll, Gerard and Liu, Yebin},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    year = {2019},
}

@inproceedings{sattar19wacv,
    title = {Fashion is Taking Shape: {U}nderstanding Clothing Preference Based on Body Shape From Online Sources},
    author = {Sattar, Hosnieh and Pons-Moll, Gerard and Fritz, Mario},
    address = {Waikoloa Village, HI, USA},
    booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV 2019)},
    month = {jan},
    year = {2019},
}

@article{DIP:SIGGRAPHAsia:2018,
    title = {Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time},
    author = {Huang, Yinghao and Kaufmann, Manuel and Aksan, Emre and Black, Michael J. and Hilliges, Otmar and Pons-Moll, Gerard},
    journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH Asia)},
    month = {nov},
    number = {6},
    pages = {185:1--185:15},
    volume = {37},
    year = {2018},
}

@inproceedings{habermann2018GCPR,
    title = {NRST: Non-rigid Surface Tracking from Monocular Video},
    author = {Habermann, Marc and Xu, Weipeng and Rohdin, Helge and Zollhoefer, Michael and Pons-Moll, Gerard and Theobalt, Christian},
    booktitle = {German Conference on Pattern Recognition (GCPR)},
    month = {oct},
    year = {2018},
}

@inproceedings{alldieck20183DV,
    title = {Detailed Human Avatars from Monocular Video},
    author = {Alldieck, Thiemo and Magnor, Marcus and Xu, Weipeng and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {sep},
    year = {2018},
}

@inproceedings{omran2018NBF,
    title = {Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation},
    author = {Omran, Mohamed and Lassner, Christoph and Pons-Moll, Gerard and Gehler, Peter and Schiele, Bernt},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {sep},
    year = {2018},
}

@inproceedings{vonMarcard2018,
    title = {Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera},
    author = {von Marcard, Timo and Henschel, Roberto and Black, Michael and Rosenhahn, Bodo and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision (ECCV)},
    month = {sep},
    year = {2018},
}

@inproceedings{mehta2018multiperson,
    title = {Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB},
    author = {Mehta, Dushyant and Sotnychenko, Oleksandr and Mueller, Franziska and Xu, Weipeng and Sridhar, Srinath and Pons-Moll, Gerard and Theobalt, Christian},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {sep},
    year = {2018},
}

@inproceedings{DoubleFusion2018,
    title = {DoubleFusion: Real-time Capture of Human Performance with Inner Body Shape from a Depth Sensor},
    author = {Yu, Tao and Zheng, Zerong and Guo, Kaiwen and Zhao, Jianhui and Quionhai, Dai and Li, Hao and Pons-Moll, Gerard and Liu, Yebin},
    booktitle = {{IEEE} Conf. on Computer Vision and Pattern Recognition (CVPR)},
    journal = {{IEEE} Conf. on Computer Vision and Pattern Recognition},
    month = {june},
    year = {2018},
}

@inproceedings{alldieck2018video,
    title = {Video Based Reconstruction of 3D People Models},
    author = {Alldieck, Thiemo and Magnor, Marcus and Xu, Weipeng and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2018},
}

@article{mehta2017single,
    title = {Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input},
    author = {Mehta, Dushyant and Sotnychenko, Oleksandr and Mueller, Franziska and Xu, Weipeng and Sridhar, Srinath and Pons-Moll, Gerard and Theobalt, Christian},
    journal = {arXiv preprint arXiv:1712.03453},
    month = {january},
    year = {2018},
}

@inproceedings{Lassner:GP:2017,
    title = {A Generative Model of People in Clothing},
    author = {Lassner, Christoph and Pons-Moll, Gerard and Gehler, Peter V.},
    address = {Piscataway, NJ, USA},
    booktitle = {Proceedings IEEE International Conference on Computer Vision (ICCV)},
    month = {oct},
    publisher = {IEEE},
    year = {2017},
}

@article{ponsmollSIGGRAPH17clothcap,
    title = {{ClothCap}: Seamless {4D} Clothing Capture and Retargeting},
    author = {Pons-Moll, Gerard and Pujades, Sergi and Hu, Sonny and Black, Michael},
    journal = {ACM Transactions on Graphics (SIGGRAPH)},
    number = {4},
    volume = {36},
    year = {2017},
}

@article{Meekyoung:siggraph,
    title = {Data-Driven Physics for Human Soft Tissue Animation},
    author = {Kim, Meekyoung and Pons-Moll, Gerard and Pujades, Sergi and Bang, Seungbae and Kim, Jinwook and Black, Michael J. and Lee, Sung-Hee},
    journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH)},
    number = {4},
    volume = {36},
    year = {2017},
}

@inproceedings{shapeundercloth:CVPR17,
    title = {Detailed, accurate, human shape estimation from clothed {3D} scan sequences},
    author = {Zhang, Chao and Pujades, Sergi and Black, Michael and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conf. on Computer Vision and Pattern Recognition (CVPR)},
    year = {2017},
}

@inproceedings{dfaust:CVPR:2017,
    title = {Dynamic {FAUST}: Registering Human Bodies in Motion},
    author = {Bogo, Federica and Romero, Javier and Pons-Moll, Gerard and Black, Michael J.},
    booktitle = {{IEEE} Conf. on Computer Vision and Pattern Recognition (CVPR)},
    year = {2017},
}

@article{SIP2017,
    title = {Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs},
    author = {von Marcard, Timo and Rosenhahn, Bodo and Black, Michael and Pons-Moll, Gerard},
    journal = {Computer Graphics Forum 36(2), Proceedings of the 38th Annual Conference of the European Association for Computer Graphics (Eurographics)},
    pages = {349--360 },
    year = {2017},
}

@article{vonmarcardponsmollPAMI16,
    title = {Human Pose Estimation from Video and IMUs},
    author = {von Marcard, Timo and Pons-Moll, Gerard and Rosenhahn, Bodo},
    journal = {Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
    month = {jan},
    year = {2016},
}

@article{SMPL:2015,
    title = {{SMPL}: A Skinned Multi-Person Linear Model},
    author = {Loper, Matthew and Mahmood, Naureen and Romero, Javier and Pons-Moll, Gerard and Black, Michael J.},
    address = {New York, NY},
    journal = {ACM Trans. Graphics (Proc. SIGGRAPH Asia)},
    month = {oct},
    number = {6},
    pages = {248:1--248:16},
    publisher = {ACM},
    volume = {34},
    year = {2015},
}

@article{ponsmollSIGGRAPH15Dyna,
    title = {Dyna: A Model of Dynamic Human Shape in Motion},
    author = {Pons-Moll, Gerard and Romero, Javier and Mahmood, Naureen and Black, Michael J.},
    journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH)},
    month = {aug},
    number = {4},
    pages = {120:1--120:14},
    publisher = {ACM},
    volume = {34},
    year = {2015},
}

@article{Pons-Moll_MRFIJCV,
    title = {Metric Regression Forests for Correspondence Estimation},
    author = {Pons-Moll, Gerard and Taylor, Jonathan and Shotton, Jamie and Hertzmann, Aaron and Fitzgibbon, Andrew},
    journal = {International Journal of Computer Vision (IJCV)},
    pages = {1-13},
    year = {2015},
}

@phdthesis{Pons-Moll_dissertation,
    title = {Human Pose Estimation from Video and Inertial Sensors},
    author = {Pons-Moll, Gerard},
    booktitle = {Ph.D Thesis},
    publisher = {-},
    year = {2014},
}

@inproceedings{ponsmollCVPR14posebits,
    title = {Posebits for Monocular Human Pose Estimation},
    author = {Pons-Moll, Gerard and Fleet, David J. and Rosenhahn, Bodo},
    address = {Columbus, Ohio, USA},
    booktitle = { Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    pages = {2345--2352},
    year = {2014},
}

@inproceedings{ponsmolMetricForests13,
    title = {Metric Regression Forests for Human Pose Estimation},
    author = {Pons-Moll, Gerard and Taylor, Jonathan and Shotton, Jamie and Hertzmann, Aaron and Fitzgibbon, Andrew},
    booktitle = {British Machine Vision Conference (BMVC)},
    month = {sep},
    publisher = {BMVA Press},
    year = {2013},
}

@inproceedings{kuznetsovaPonsmollGCPR2011,
    title = {PCA-enhanced stochastic optimization methods},
    author = {Kuznetsova, Alina and Pons-Moll, Gerard and Rosenhahn, Bodo},
    booktitle = {German Conference on Pattern Recognition (GCPR)},
    month = {aug},
    year = {2012},
}

@inproceedings{lealPonsmollCVPR2012,
    title = {Branch-and-price global optimization for multi-view multi-object tracking},
    author = {Leal-Taixe, Laura and Pons-Moll, Gerard and Rosenhahn, Bodo},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    year = {2012},
}

@incollection{ponsmollLealDagstuhl2011,
    title = {Data-driven Manifolds for Outdoor Motion Capture},
    author = {Pons-Moll, Gerard and Leal-Taixe, Laura and Gall, Juergen and Rosenhahn, B.},
    booktitle = {Outdoor and Large-Scale Real-World Scene Analysis},
    pages = {305-328},
    publisher = {Springer},
    series = {LNCS},
    volume = {7474},
    year = {2012},
}

@incollection{lealPonsmollDagstuhl2011,
    title = {Exploiting pedestrian interaction via global optimization and social behaviors},
    author = {Leal-Taixe, Laura and Pons-Moll, Gerard and Rosenhahn, Bodo},
    booktitle = {Theoretic Foundations of Computer Vision: Outdoor and Large-Scale Real-World Scene Analysis},
    month = {apr},
    publisher = {Springer},
    year = {2012},
}

@inproceedings{lealPonsmollICCVW2011,
    title = {Everybody needs somebody: modeling social and grouping behavior on a linear programming multiple people tracker},
    author = {Leal-Taixe, Laura and Gerard Pons-Moll and Bodo Rosenhahn},
    booktitle = {IEEE International Conference on Computer Vision Workshops (IICCVW)},
    month = {nov},
    year = {2011},
}

@inproceedings{ponsmollICCV2011,
    title = {Outdoor Human Motion Capture using Inverse Kinematics and von Mises-Fisher Sampling},
    author = {Pons-Moll, Gerard and Baak, Andreas and Gall, Juergen and Leal-Taixe, Laura and Mueller, Meinard and Seidel, Hans-Peter and Rosenhahn, Bodo},
    booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    month = {nov},
    pages = {1243--1250},
    year = {2011},
}

@inproceedings{ponsmollGCPR2011,
    title = {Efficient and Robust Shape Matching for Model Based Human Motion Capture },
    author = {Pons-Moll, Gerard and Leal-Taixe, Laura and Truong, Tri and Rosenhahn, Bodo},
    booktitle = {German Conference on Pattern Recognition (GCPR)},
    month = {sep},
    pages = {416--425},
    year = {2011},
}

@inbook{ponsmollModelBased,
    title = {Model-Based Pose Estimation},
    author = {Pons-Moll, Gerard and Rosenhahn, Bodo},
    booktitle = {Visual Analysis of Humans: Looking at People},
    chapter = {9},
    pages = {139-170},
    publisher = {Springer},
    year = {2011},
}

@inproceedings{BaakAnalysis2010,
    title = {Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors},
    author = {Baak, Andreas and Helten, Thomas and M{\"u}ller, Meinard and Pons-Moll, Gerard and Rosenhahn, Bodo and Seidel, Hans-Peter},
    booktitle = {European Conference on Computer Vision (ECCV Workshops)},
    month = {sep},
    year = {2010},
}

@inproceedings{ponsmollCVPR2010,
    title = {Multisensor-Fusion for 3D Full-Body Human Motion Capture},
    author = {Pons-Moll, Gerard and Baak, Andreas and Helten, Thomas and M{\"u}ller, Meinard and Seidel, Hans-Peter and Rosenhahn, Bodo},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    year = {2010},
}

@inproceedings{ponsmollWACV2009,
    title = {Ball Joints for Marker-less Human Motion Capture},
    author = {Pons-Moll, Gerard and Rosenhahn, Bodo},
    booktitle = {IEEE Workshop on Applications of Computer Vision (WACV)},
    month = {dec},
    year = {2009},
}

@inproceedings{ponsmollWC2009,
    title = {4D Cardiac Segmentation of the Epicardium and Left Ventricle},
    author = {Pons-Moll, Gerard and Tadmor, Gilead and MacLeod, Rob S. and Rosenhahn, Bodo and Brooks, Dana H.},
    booktitle = { World Congress of Medical Physics and Biomedical Engineering (WC)},
    month = {sep},
    year = {2009},
}

@inproceedings{ponsmollCINC2009,
    title = {Parametric Modeling of the Beating Heart with Respiratory Motion Extracted from Magnetic Resonance Images},
    author = {Pons-Moll, Gerard and Crosas, Cano and Tadmor, Gilead and MacLeod, Rob and Rosenhahn, Bodo and Brooks, Dana},
    booktitle = { IEEE Computers in Cardiology (CINC)},
    month = {sep},
    year = {2009},
}