5 citations · 10 across the 4 of their papers we have counts for
3 papers · 1 filter
Compressive Independent Component Analysis: Theory and Algorithms
Michael P. Sheehan, Mike E. Davies
Compressive learning forms the exciting intersection between compressed sensing and statistical learning where one exploits forms of sparsity and structure to reduce the memory and…
Surface Detection for Sketched Single Photon Lidar
Michael P. Sheehan, Julián Tachella, Mike E. Davies
Single-photon lidar devices are able to collect an ever-increasing amount of time-stamped photons in small time periods due to increasingly larger arrays, generating a memory and c…
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar
Michael P. Sheehan, Julián Tachella, Mike E. Davies
Single-photon lidar has become a prominent tool for depth imaging in recent years. At the core of the technique, the depth of a target is measured by constructing a histogram of ti…