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Data-driven 3D Event Reconstruction from Multiple Mobile Platforms Data-driven 3D Event Reconstruction from Multiple Mobile Platforms

Data-driven 3D Event Reconstruction from Multiple Mobile Platforms - PowerPoint Presentation

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Uploaded On 2020-06-22

Data-driven 3D Event Reconstruction from Multiple Mobile Platforms - PPT Presentation

Srinivasa Narasimhan Yaser Sheikh The Robotics Institute Carnegie Mellon University Citizen Journalism after Boston Marathon CCTV Smart Phones TV Crew Organizing Massive Imagery of an Event over Space and Time ID: 782847

data event driven space event data space driven reconstruction time methods

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Presentation Transcript

Slide1

Data-driven 3D Event Reconstruction from Multiple Mobile Platforms

Srinivasa NarasimhanYaser SheikhThe Robotics InstituteCarnegie Mellon University

Slide2

Citizen Journalism after

Boston Marathon

CCTV

Smart

Phones

TV Crew

Organizing Massive Imagery

of an Event over Space and Time

Slide3

Battlefield Event Analysis

Slide4

Our Goal: Event Reconstruction

Create a common 3D reference environment for all Visual dataOrganize cameras in space and time and reconstruct the dynamic scene in 3D environmentDevelop tools to browse the Event in 3D

Slide5

Our Approach

Principled Combination of Model and Data-driven methods.Novel Optimization Methods with Worst Case Guarantees.Building Large Scale Data-Rich Priors.