Search Results for author: Denis Garagic

Found 2 papers, 0 papers with code

GeoStat Representations of Time Series for Fast Classification

no code implementations13 Jul 2020 Robert J. Ravier, Mohammadreza Soltani, Miguel Simões, Denis Garagic, Vahid Tarokh

GeoStat representations are based off of a generalization of recent methods for trajectory classification, and summarize the information of a time series in terms of comprehensive statistics of (possibly windowed) distributions of easy to compute differential geometric quantities, requiring no dynamic time warping.

Classification Dynamic Time Warping +4

Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means

no code implementations2 Jan 2020 Yuting Ng, João M. Pereira, Denis Garagic, Vahid Tarokh

Marine buoys aid in the battle against Illegal, Unreported and Unregulated (IUU) fishing by detecting fishing vessels in their vicinity.

Clustering

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