Exploring Computer Vision #2 with EPFL CVLab Postdoctoral Researcher

Curious about Computer Vision? Join us for the second event of our series about Computer Vision. In this talk, Dr. Sina Honari, a postdoctoral researcher from the CVLab at EPFL, will introduce current-trend research about 3D human pose estimation.

May 20, 2022, 2:00 – 3:00 PM

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Key Themes

Machine Learning

About this event

In this event, we are thrilled to host Dr. Sina Honari a postdoctoral researcher from the Computer Vision Lab at EPFL who will talk about: 

Learning more efficiently human poses with inductive priors.

Abstract

3D human pose estimation has applications in action recognition, motion analysis, human tracking and representation. For example, it can be used in sports events such as athletics or diving to help judges score the athlete's performance or to help coaches analyze the movement of the athletes. Another application is in augmented and virtual reality where the estimated pose can be used to represent human avatars. In this talk, Dr. Sina Honari will present different ways of injecting inductive priors into the learning framework of neural networks, where the goal is to facilitate information extraction or representation given the dynamics of the input data or the task of interest. While some of the proposed approaches are more general, they are evaluated on human pose estimation or mesh recovery.


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Speaker

  • Dr. Sina Honari

    CVlab @ EPFL

    postdoctoral researcher

Facilitator

  • Francesco Sarno

    CVLab @ EPFL

    Computer Vision Research Engineer

Organizers

  • Sarper Melik Ertekin

    ETH Zurich

    GDSC Lead

  • Arthur Serres

    ETH Zürich

    GDSC Lead

  • Bahar Açılan

    ETH Zürich

    GDSC Lead

  • August Bøgh Rønberg

    Core Team Member

  • Simon Sure

    ETH Zürich

    Core Team Member

  • Annina Oswald

    ETH Zurich

    Core Team Member

  • Marcel Pokorski

    ETH Zurich

    Core Team Member

  • Nicola Stella

    Core Team Member

  • JB Conan

    Core Team Member

  • Elina Teplygina

    Core Team Member

  • Léon Noirclerc

    ETH

    Core Team Member

  • Anirudhh RAMESH

    Core Team Member

  • Anna Stawiska

    Core Team Member

  • Athena Schumacher

    Core Team Member

  • Hugo Fabrègues

    Core Team Member

  • Eric Nerger

    ETH Zürich

    Core Team Member

  • Gaukhar Yesmurzayeva

    Core Team Member

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