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federica bogo federica bogo i am a scientist at meta reality labs research working on computer vision computer graphics and machine learning before joining meta in 2022 i spent almost six years at microsoft mr ai lab cambridge and zürich where i worked on real time hand tracking for hololens 2 hololens research mode and microsoft mesh i received my phd from the university of padova italy from the same university i hold degrees in philosophy ba and computer engineering bs ms during part of my phd i was an affiliated student at the perceiving systems department of the max planck institute for intelligent systems germany where i spent also one year as postdoctoral researcher i grew up in belluno italy a beautiful town in the eastern dolomites region google scholar nbsp nbsp linkedin nbsp nbsp twitter research i am interested in models of human shape pose and motion both to generate expressive virtual human representations and to allow efficient automated analysis of existing images in the past i worked on medical imaging design and analysis of algorithms for networks and high performance computing for a complete list of publications including technical reports and patents please see my google scholar profile masked modeling for human motion recovery under occlusions z qian s zhang b bhatnagar f bogo s tang 3dv 2026 project page with code bibtex mhr momentum human rig a ferguson and others arxiv 2025 code and assets bibtex atlas decoupling skeletal and shape parameters for expressive parametric human modeling jinhyung park javier romero shunsuke saito fabian prada takaaki shiratori yichen xu federica bogo shoou i yu kris kitani rawal khirodkar iccv 2025 project page bibtex generating high fidelity clothed human dynamics with temporal diffusion shihao zou yuanlu xu nikolaos sarafianos federica bogo tony tung weixin si li cheng acm transactions on multimedia computing communications and applications 2025 bibtex splatfields neural gaussian splats for sparse 3d and 4d reconstruction marko mihajlovic sergey prokudin siyu tang robert maier federica bogo tony tung edmond boyer eccv 2024 project page with code bibtex rohm robust human motion reconstruction via diffusion siwei zhang bharat lal bhatnagar yuanlu xu alexander winkler petr kadlecek siyu tang federica bogo cvpr 2024 project page with code bibtex egobody human body shape and motion of interacting people from head mounted devices siwei zhang qianli ma yan zhang zhiyin qian taein kwon marc pollefeys federica bogo siyu tang eccv 2022 project page with code and data bibtex learning to fit morphable models vasileios choutas federica bogo jingjing shen julien valentin eccv 2022 bibtex flag flow based 3d avatar generation from sparse observations sadegh aliakbarian pashmina cameron federica bogo andrew fitzgibbon tom cashman cvpr 2022 project page bibtex spatial computing and intuitive interaction bringing mixed reality and robotics together jeffrey delmerico roi poranne federica bogo helen oleynikova eric vollenweider stelian coros juan nieto marc pollefeys ieee robotics and automation magazine 2022 bibtex spatio temporal human shape completion with implicit function networks boyao zhou jean sebastien franco federica bogo edmond boyer 3dv 2021 bibtex learning motion priors for 4d human body capture in 3d scenes siwei zhang yan zhang federica bogo marc pollefeys siyu tang iccv 2021 project page with code bibtex h2o two hands manipulating objects for first person interaction recognition taein kwon bugra tekin jan stühmer federica bogo marc pollefeys iccv 2021 project page with code and data bibtex towards markerless surgical tool and hand pose estimation jonas hein matthias seibold federica bogo mazda farshad marc pollefeys philipp fürnstahl nassir navab international journal of computer assisted radiology and surgery 2021 equal contribution project page with code and data bibtex domain specific priors and meta learning for few shot first person action recognition huseyin coskun zeeshan zia bugra tekin federica bogo nassir navab federico tombari harpreet sawhney tpami 2021 bibtex the phong surface efficient 3d model fitting using lifted optimization jingjing shen tom cashman qi ye tim hutton toby sharp federica bogo andrew fitzgibbon jamie shotton eccv 2020 project page bibtex reconstructing human body mesh from point clouds by adversarial gp network boyao zhou jean sebastien franco federica bogo bugra tekin edmond boyer accv 2020 bibtex leveraging photometric consistency over time for sparsely supervised hand object reconstruction yana hasson bugra tekin federica bogo ivan laptev marc pollefeys cordelia schmid cvpr 2020 project page with code bibtex h o unified egocentric recognition of 3d hand object poses and interactions bugra tekin federica bogo marc pollefeys cvpr 2019 bibtex towards accurate marker less human shape and pose estimation over time yinghao huang federica bogo christoph lassner angjoo kanazawa peter v gehler javier romero ijaz akhter michael j black 3dv 2017 code bibtex dynamic faust registering human bodies in motion federica bogo javier romero gerard pons moll michael j black cvpr 2017 project page with data bibtex unite the people closing the loop between 3d and 2d human representations christoph lassner javier romero martin kiefel federica bogo michael j black peter v gehler cvpr 2017 project page with code and data bibtex keep it smpl automatic estimation of 3d human pose and shape from a single image federica bogo angjoo kanazawa christoph lassner peter v gehler javier romero michael j black eccv 2016 equal contribution project page with code bibtex detailed full body reconstructions of moving people from monocular rgb d sequences federica bogo michael j black matthew loper javier romero iccv 2015 project page bibtex where s the lesion variability in human and automated segmentation of dermoscopy images of melanocytic skin lesions federica bogo francesco peruch anna belloni fortina enoch peserico dermoscopy image analysis 2015 bibtex automated detection of new or evolving melanocytic lesions using a 3d body model federica bogo javier romero enoch peserico michael j black miccai 2014 bibtex faust dataset and evaluation for 3d mesh registration federica bogo javier romero matthew loper michael j black cvpr 2014 dataset award eurographics symposium on geometry processing sgp 2016 project page with data bibtex simple fast accurate melanocytic lesion segmentation through meds francesco peruch federica bogo michele bonazza marco bressan vincenzo maria cappelleri enoch peserico ieee transactions on biomedical engineering 2014 bibtex optimal throughput and delay in delay tolerant networks with ballistic mobility federica bogo enoch peserico acm mobicom 2013 bibtex teaching lecturer mixed reality course eth zürich 2019 2020 2021 design and source code from jon barron s website
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