Sparsity-driven bandwidth-efficient decentralized tracking in visual sensor networks
Computer Vision and Image Understanding, Volume 139, Issue C, 2015, Pages 40-58.
A decentralized approach for multi-view multi-person tracking in VSNs.Design overcomplete dictionaries matched to the structure of likelihoods functions.Obtain sparse representation of likelihoods to reduce communication in the network.Comparison on well-known L1-solvers to choose a fast and reliable method.Qualitatively and quantitativel...More
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