no code implementations • 17 Oct 2020 • Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold Smeulders
Our experiments show that SSC leads to an important increase in interaction recognition performance, while using much fewer parameters.
no code implementations • 3 Apr 2020 • Noureldien Hussein, Mihir Jain, Babak Ehteshami Bejnordi
When recognizing a long-range activity, exploring the entire video is exhaustive and computationally expensive, as it can span up to a few minutes.
no code implementations • 18 Mar 2020 • Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
We study the three properties of PIC and demonstrate its effectiveness in recognizing the long-range activities of Charades, Breakfast, and MultiThumos.
no code implementations • 13 May 2019 • Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
To represent them, related works opt for statistical pooling, which neglects the temporal structure.
Ranked #6 on Long-video Activity Recognition on Breakfast
3 code implementations • CVPR 2019 • Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
This paper focuses on the temporal aspect for recognizing human activities in videos; an important visual cue that has long been undervalued.
Ranked #6 on Video Classification on Breakfast
no code implementations • CVPR 2017 • Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
Given a text describing a novel event, the goal is to rank related videos accordingly.