3 papers
cs.CV2023
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection
Hanyuan Wang, Majid Mirmehdi, Dima Damen +1
Previous one-stage action detection approaches have modelled temporal dependencies using only the visual modality. In this paper, we explore different strategies to incorporate the…
cs.CV2022
Refining Action Boundaries for One-stage Detection
Hanyuan Wang, Majid Mirmehdi, Dima Damen +1
Current one-stage action detection methods, which simultaneously predict action boundaries and the corresponding class, do not estimate or use a measure of confidence in their boun…
cs.CV2022
TVNet: Temporal Voting Network for Action Localization
Hanyuan Wang, Dima Damen, Majid Mirmehdi +1
We propose a Temporal Voting Network (TVNet) for action localization in untrimmed videos. This incorporates a novel Voting Evidence Module to locate temporal boundaries, more accur…