2 citations · 4 across the 3 of their papers we have counts for
4 papers
Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables
Alireza Abedin, Hamid Rezatofighi, Damith C. Ranasinghe
Human activity recognition (HAR) is an important research field in ubiquitous computing where the acquisition of large-scale labeled sensor data is tedious, labor-intensive and tim…
Towards Deep Clustering of Human Activities from Wearables
Alireza Abedin, Farbod Motlagh, Qinfeng Shi +2
Our ability to exploit low-cost wearable sensing modalities for critical human behaviour and activity monitoring applications in health and wellness is reliant on supervised learni…
Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos
Mahsa Ehsanpour, Alireza Abedin, Fatemeh Saleh +3
The state-of-the art solutions for human activity understanding from a video stream formulate the task as a spatio-temporal problem which requires joint localization of all individ…
Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors
Alireza Abedin, Mahsa Ehsanpour, Qinfeng Shi +2
Wearables are fundamental to improving our understanding of human activities, especially for an increasing number of healthcare applications from rehabilitation to fine-grained gai…