2 citations · 2 across the 1 of their papers we have counts for
5 papers
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report
Qi She, Fan Feng, Qi Liu +33
This report summarizes IROS 2019-Lifelong Robotic Vision Competition (Lifelong Object Recognition Challenge) with methods and results from the top finalists (out of over~…
Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications
Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton +1
Wrist-worn smart devices are providing increased insights into human health, behaviour and performance through sophisticated analytics. However, battery life, device cost and senso…
Synthesis of Realistic ECG using Generative Adversarial Networks
Anne Marie Delaney, Eoin Brophy, Tomas E. Ward
Access to medical data is highly restricted due to its sensitive nature, preventing communities from using this data for research or clinical training. Common methods of de-identif…
Quick and Easy Time Series Generation with Established Image-based GANs
Eoin Brophy, Zhengwei Wang, Tomas E. Ward
In the recent years Generative Adversarial Networks (GANs) have demonstrated significant progress in generating authentic looking data. In this work we introduce our simple method…
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data
Eoin Brophy, José Juan Dominguez Veiga, Zhengwei Wang +2
The current gold standard for human activity recognition (HAR) is based on the use of cameras. However, the poor scalability of camera systems renders them impractical in pursuit o…