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5. Combinatorial aspect
We've presented the context of multi-track merging, a relatively lengthy exercise given the function's downstream position, but one that is necessary for overall understanding. We'll now turn to the algorithmic aspects. The problem to be addressed is known in statistics as unsupervised classification: the aim is to associate tracks into classes (i.e. into groups) without knowing either the number of these classes, or the tracks making them up. The approach adopted here is known as "hard-decision", since a track can belong to only one group. As in tracking (§ 3
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Combinatorial aspect
Partition relations graph
Bibliography
General concepts
Congress
International Conference on Information Fusion (the largest and most eclectic conference in the field, organized by the International Society of Information Fusion, ISIF)
IEEE Aerospace Conference (still in winter and at the same venue, the Big Sky ski resort in Montana, some sessions on fusion)
SPIE: Signal Processing, Sensor/Information Fusion, and Target Recognition Conference...
Reviews
Information Fusion An International Journal on Multi-Sensor, Multi-Source Information Fusion (Elsevier)
Journal of Advances in Information Fusion (published by ISIF)
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