Generalised Covariance Union: A Unified Approach to Hypothesis Merging in Tracking

Abstract

Multi-hypothesis tracking (MHT) techniques can become prohibitively computationally expensive as the number of hypotheses increases. In order to maintain an estimate with bounded computational cost, multi-hypothesis methods often merge the estimates together. When the hypotheses are distributed according to a known probability then standard mixture… (More)

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