Tolga Birdal: Researcher, entrepreneur, machine vision expert
Description: CVPR 2020 Tutorial on Synchronization and Cycle Consistency in Computer Vision.
tutorial (1658) synchronization (106) 3d reconstruction (42) cvpr (20) multiple rotation averaging (2) cycle consistency (2) consistent maps (2) cvpr tutorial (2)
Many of the computer vision problems involve processing multiple entities be it objects, shapes, views or scenes. In such cases, graphs a.k.a. networks, are the key data structures for storing and organizing information. Yet, relationships between individual entities that had to be encoded in the edges often remain pairwise, or rather local. One of the most well accepted methods of seeking a global agreement is enforcing cycle-consistency , where the local errors are distributed over the entire graph such t
Postdoctoral Researcher Stanford University
Assistant Professor University of Trento
Tolga Birdal: Researcher, entrepreneur, machine vision expert