99 citations · 140 across the 19 of their papers we have counts for
3 papers · 1 filter
Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos
Suman Saha, Gurkirt Singh, Michael Sapienza +2
Current state-of-the-art human action recognition is focused on the classification of temporally trimmed videos in which only one action occurs per frame. In this work we address t…
AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture
Suman Saha, Gurkirt Singh, Fabio Cuzzolin
Dominant approaches to action detection can only provide sub-optimal solutions to the problem, as they rely on seeking frame-level detections, to later compose them into "action tu…
Incremental Tube Construction for Human Action Detection
Harkirat Singh Behl, Michael Sapienza, Gurkirt Singh +3
Current state-of-the-art action detection systems are tailored for offline batch-processing applications. However, for online applications like human-robot interaction, current sys…