283 citations · 470 across the 84 of their papers we have counts for
7 papers · 1 filter
The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos
Hazel Doughty, Walterio Mayol-Cuevas, Dima Damen
We present a new model to determine relative skill from long videos, through learnable temporal attention modules. Skill determination is formulated as a ranking problem, making it…
CaloriNet: From silhouettes to calorie estimation in private environments
Alessandro Masullo, Tilo Burghardt, Dima Damen +3
We propose a novel deep fusion architecture, CaloriNet, for the online estimation of energy expenditure for free living monitoring in private environments, where RGB data is discar…
Semantically Selective Augmentation for Deep Compact Person Re-Identification
Víctor Ponce-López, Tilo Burghardt, Sion Hannunna +3
We present a deep person re-identification approach that combines semantically selective, deep data augmentation with clustering-based network compression to generate high performa…
Towards an Unequivocal Representation of Actions
Michael Wray, Davide Moltisanti, Dima Damen
This work introduces verb-only representations for actions and interactions; the problem of describing similar motions (e.g. 'open door', 'open cupboard'), and distinguish differin…
A Guide to the SPHERE 100 Homes Study Dataset
Atis Elsts, Tilo Burghardt, Dallan Byrne +18
The SPHERE project has developed a multi-modal sensor platform for health and behavior monitoring in residential environments. So far, the SPHERE platform has been deployed for dat…
Action Completion: A Temporal Model for Moment Detection
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen
We introduce completion moment detection for actions - the problem of locating the moment of completion, when the action's goal is confidently considered achieved. The paper propos…
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
Dima Damen, Hazel Doughty, Giovanni Maria Farinella +8
First-person vision is gaining interest as it offers a unique viewpoint on people's interaction with objects, their attention, and even intention. However, progress in this challen…