Vladimir Guzov

I am a PhD student at the Real Virtual Humans group within the Department of Computer Science at the University of Tübingen and the department of Computer Vision and Machine Learning at the Max Planck Institute for Informatics, under supervision of Prof. Dr. Gerard Pons-Moll.

I have done my Bachelor and Master research in the field of human reconstruction from depth images at Moscow State University Graphics and Media Lab.

My research is focused on human motion and human-object interaction capturing from wearable sensors, as well as human motion generation.

selected publications

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors

Vladimir Guzov, Aymen Mir, Torsten Sattler, and Gerard Pons-Moll

In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2021

arXiv Bib Website

@inproceedings{guzov-mir2021hps,
  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},
}

Interaction Replica: Tracking human–object interaction and scene changes from human motion

Vladimir Guzov, Julian Chibane, Riccardo Marin, Yannan He, Yunus Saracoglu, Torsten Sattler, and Gerard Pons-Moll

In International Conference on 3D Vision (3DV) , Mar 2024

arXiv Bib Website

@inproceedings{guzov2024ireplica,
  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 = mar,
  year = {2024},
}

Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild

Lingni Ma, Yuting Ye, Fangzhou Hong, Vladimir Guzov, Yifeng Jiang, Rowan Postyeni, Luis Pesqueira, Alexander Gamino, Vijay Baiyya, Hyo Jin Kim, Kevin Bailey, David S. Fosas, C. Karen Liu, Ziwei Liu, Jakob Engel, Renzo De Nardi, and Richard Newcombe

In European Conference on Computer Vision (ECCV) , Sep 2024

arXiv Bib Website

@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})},
  year = {2024},
  month = sep,
}

HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device

Vladimir Guzov, Yifeng Jiang, Fangzhou Hong, Gerard Pons-Moll, Richard Newcombe, C. Karen Liu, Yuting Ye, and Lingni Ma

In Arxiv , Sep 2024

arXiv Bib Website

@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 = {Arxiv},
  year = {2024},
  month = sep,
}