Gerard Pons-Moll
Head

@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{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{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{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{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},
}

@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{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{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{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{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{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{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{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{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{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},
}

@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},
}

@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{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},
}