266 citations · 1.1k across the 69 of their papers we have counts for
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Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes
Iman Abbasnejad, Sridha Sridharan, Simon Denman +2
In this paper the problem of complex event detection in the continuous domain (i.e. events with unknown starting and ending locations) is addressed. Existing event detection method…
Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition
Harshala Gammulle, Simon Denman, Sridha Sridharan +1
In this paper we address the problem of human action recognition from video sequences. Inspired by the exemplary results obtained via automatic feature learning and deep learning a…
Tree Memory Networks for Modelling Long-term Temporal Dependencies
Tharindu Fernando, Simon Denman, Aaron McFadyen +2
In the domain of sequence modelling, Recurrent Neural Networks (RNN) have been capable of achieving impressive results in a variety of application areas including visual question a…
Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection
Tharindu Fernando, Simon Denman, Sridha Sridharan +1
As humans we possess an intuitive ability for navigation which we master through years of practice; however existing approaches to model this trait for diverse tasks including moni…