Noureldien Hussein

2 accepted papers

2019

Timeception for Complex Action Recognition

Noureldien Hussein, Efstratios Gavves, Arnold W.M. Smeulders

CVPR 2019oral

This paper focuses on the temporal aspect for recognizing human activities in videos; an important visual cue that has long been undervalued. We revisit the conventional definition of activity and restrict it to Complex Action: a set of one-actions with a weak temporal pattern that serves a specific…

Cited by 286 PDF ↗code ↗Scholar ↗

2017

Unified Embedding and Metric Learning for Zero-Exemplar Event Detection

Noureldien Hussein, Efstratios Gavves, Arnold W.M. Smeulders

CVPR 2017poster

Event detection in unconstrained videos is conceived as a content-based video retrieval with two modalities: textual and visual. Given a text describing a novel event, the goal is to rank related videos accordingly. This task is zero-exemplar, no video examples are given to the novel event. Related…

Cited by 19 PDF ↗code ↗Scholar ↗