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eess.SP2025
Distributed Expectation Propagation for Multi-Object Tracking over Sensor Networks
Qing Li, Runze Gan, James R. Hopgood +2
In this paper, we present a novel distributed expectation propagation algorithm for multiple sensors, multiple objects tracking in cluttered environments. The proposed framework en…
eess.SP2020
Accelerated Search for Non-Negative Greedy Sparse Decomposition via Dimensionality Reduction
Konstantinos Voulgaris, Mike E. Davies, Mehrdad Yaghoobi
Non-negative signals form an important class of sparse signals. Many algorithms have already beenproposed to recover such non-negative representations, where greedy and convex rela…