266 citations · 1.7k across the 136 of their papers we have counts for
5 papers · 1 filter
RadDet: A Wideband Dataset for Real-Time Radar Spectrum Detection
Zi Huang, Simon Denman, Akila Pemasiri +2
Real-time detection of radar signals in a wideband radio frequency spectrum is a critical situational assessment function in electronic warfare. Compute-efficient detection models…
Automatic Radar Signal Detection and FFT Estimation using Deep Learning
Akila Pemasiri, Zi Huang, Fraser Williams +4
This paper addresses a critical preliminary step in radar signal processing: detecting the presence of a radar signal and robustly estimating its bandwidth. Existing methods which…
Multi-task Learning for Radar Signal Characterisation
Zi Huang, Akila Pemasiri, Simon Denman +2
Radio signal recognition is a crucial task in both civilian and military applications, as accurate and timely identification of unknown signals is an essential part of spectrum man…
Heart Sound Segmentation using Bidirectional LSTMs with Attention
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman +3
This paper proposes a novel framework for the segmentation of phonocardiogram (PCG) signals into heart states, exploiting the temporal evolution of the PCG as well as considering t…
Neural Memory Networks for Seizure Type Classification
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman +3
Classification of seizure type is a key step in the clinical process for evaluating an individual who presents with seizures. It determines the course of clinical diagnosis and tre…