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Fall 2022 GRASP Seminar: Tomas Pajdla, Czech Technical University, “Solving Minimal Problems in the Age of Machine Learning”

October 10, 2022 at 3:00 PM - 4:00 PM
Details
Date: October 10, 2022
Time: 3:00 PM - 4:00 PM
Event Category: Seminar
Organizer
General Robotics, Automation, Sensing and Perception (GRASP) Lab
Venue
Levine 307 3330 Walnut Street
Philadelphia
PA 19104
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This is a hybrid event with in-person attendance in Levine 307 and virtual attendance via Zoom.

 

ABSTRACT

I will discuss several our recent advances in understanding minimal problems in computer vision using numerical algebraic geometry tools, i.e., Homotopy continuation and monodromy, as well as machine learning. I will talk about our classification of minimal problems under full and partial visibility and about learning startups for solving hard minimal problems by local methods.