15 citations · 34 across the 11 of their papers we have counts for
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cs.CV2017★ 3 cited
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Video analytics requires operating with large amounts of data. Compressive sensing allows to reduce the number of measurements required to represent the video using the prior knowl…
stat.ML2017
Structured Sparse Modelling with Hierarchical GP
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
In this paper a new Bayesian model for sparse linear regression with a spatio-temporal structure is proposed. It incorporates the structural assumptions based on a hierarchical Gau…