Where is It? Object Reacquisition in Surveillance Video

Fabian Campbell-West, Hongbin Wang, Paul Miller · 2008

We investigate the novel use of online PCA as a means of learning an object representation for track reacquisition following relatively long periods of track loss. A new Bayesian formulation for object verification is presented and correct track reacquisition is demonstrated for vehicles in ground- and air-based video. Video based object verification in airborne video is a new area, which uniquely positions this work.

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