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Dual detrs for multi-label temporal action detection
Abstract Temporal Action Detection (TAD) aims to identify the action boundaries and the
corresponding category within untrimmed videos. Inspired by the success of DETR in object …
corresponding category within untrimmed videos. Inspired by the success of DETR in object …
Video self-stitching graph network for temporal action localization
Temporal action localization (TAL) in videos is a challenging task, especially due to the
large variation in action temporal scales. Short actions usually occupy a major proportion in …
large variation in action temporal scales. Short actions usually occupy a major proportion in …
Rcl: Recurrent continuous localization for temporal action detection
Temporal representation is the cornerstone of modern action detection techniques. State-of-
the-art methods mostly rely on a dense anchoring scheme, where anchors are sampled …
the-art methods mostly rely on a dense anchoring scheme, where anchors are sampled …
Aoe-net: Entities interactions modeling with adaptive attention mechanism for temporal action proposals generation
K Vo, S Truong, K Yamazaki, B Raj, MT Tran… - International Journal of …, 2023 - Springer
Temporal action proposal generation (TAPG) is a challenging task, which requires localizing
action intervals in an untrimmed video. Intuitively, we as humans, perceive an action through …
action intervals in an untrimmed video. Intuitively, we as humans, perceive an action through …
Re2tal: Rewiring pretrained video backbones for reversible temporal action localization
C Zhao, S Liu, K Mangalam… - Proceedings of the …, 2023 - openaccess.thecvf.com
Temporal action localization (TAL) requires long-form reasoning to predict actions of various
durations and complex content. Given limited GPU memory, training TAL end to end (ie, from …
durations and complex content. Given limited GPU memory, training TAL end to end (ie, from …
Movement enhancement toward multi-scale video feature representation for temporal action detection
Boundary localization is a challenging problem in Temporal Action Detection (TAD), in
which there are two main issues. First, the submergence of movement feature, ie the …
which there are two main issues. First, the submergence of movement feature, ie the …
[HTML][HTML] A comprehensive review on temporal-action proposal generation
S Sooksatra, S Watcharapinchai - Journal of Imaging, 2022 - mdpi.com
Temporal-action proposal generation (TAPG) is a well-known pre-processing of temporal-
action localization and mainly affects localization performance on untrimmed videos. In …
action localization and mainly affects localization performance on untrimmed videos. In …
Temporal action proposal generation with action frequency adaptive network
As the cornerstone of human-behavior analysis in video understanding, temporal action
proposal generation aims to predict the starting and ending time of human action instances …
proposal generation aims to predict the starting and ending time of human action instances …
Aei: Actors-environment interaction with adaptive attention for temporal action proposals generation
K Vo, H Joo, K Yamazaki, S Truong, K Kitani… - arxiv preprint arxiv …, 2021 - arxiv.org
Humans typically perceive the establishment of an action in a video through the interaction
between an actor and the surrounding environment. An action only starts when the main …
between an actor and the surrounding environment. An action only starts when the main …
Abn: Agent-aware boundary networks for temporal action proposal generation
K Vo, K Yamazaki, S Truong, MT Tran… - IEEE …, 2021 - ieeexplore.ieee.org
Temporal action proposal generation (TAPG) aims to estimate temporal intervals of actions
in untrimmed videos, which is a challenging yet plays an important role in many tasks of …
in untrimmed videos, which is a challenging yet plays an important role in many tasks of …