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Probabilistic Temporal Inference on Reconstructed 3D Scenes
(Georgia Institute of Technology, 2010)
Modern structure from motion techniques are capable
of building city-scale 3D reconstructions from large image
collections, but have mostly ignored the problem of large-scale
structural changes over time. We present a ...
Detecting and Matching Repeated Patterns for Automatic Geo-tagging in Urban Environments
(Georgia Institute of Technology, 2008-06)
We present a novel method for automatically geo-tagging
photographs of man-made environments via detection and
matching of repeated patterns. Highly repetitive environments
introduce numerous correspondence ambiguities
and ...
Inferring Temporal Order of Images From 3D Structure
(Georgia Institute of Technology, 2007-06)
In this paper, we describe a technique to temporally sort
a collection of photos that span many years. By reasoning
about persistence of visible structures, we show how this
sorting task can be formulated as a constraint ...