Online Action Detection

Online action detection is the task of predicting the action as soon as it happens in a streaming video without access to video frames in the future.

Papers

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Showing 1–25 of 39 papers

Title	Date	Tasks	Status	Hype	Score
Colar: Effective and Efficient Online Action Detection by Consulting Exemplars	Mar 2, 2022	Action DetectionOnline Action Detection	CodeCode Available	2	5
MiniROAD: Minimal RNN Framework for Online Action Detection	Jan 1, 2023	Action DetectionOnline Action Detection	CodeCode Available	1	5
OadTR: Online Action Detection with Transformers	Jun 21, 2021	Action DetectionDecoder	CodeCode Available	1	5
Context-Enhanced Memory-Refined Transformer for Online Action Detection	Mar 24, 2025	Action DetectionDecoder	CodeCode Available	1	5
Memory-and-Anticipation Transformer for Online Action Understanding	Aug 15, 2023	Action DetectionAction Understanding	CodeCode Available	1	5
Continual Transformers: Redundancy-Free Attention for Online Inference	Jan 17, 2022	Action DetectionAudio Classification	CodeCode Available	1	5
Real-time Online Video Detection with Temporal Smoothing Transformers	Sep 19, 2022	Action AnticipationAction Detection	CodeCode Available	1	5
E2E-LOAD: End-to-End Long-form Online Action Detection	Jun 13, 2023	Action DetectionForm	CodeCode Available	1	5
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos	Jul 17, 2024	Action DetectionAction Localization	CodeCode Available	1	5
Long Short-Term Transformer for Online Action Detection	Jul 7, 2021	Action DetectionDecoder	CodeCode Available	1	5
Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol	Mar 26, 2020	Action DetectionOnline Action Detection	CodeCode Available	0	5
Temporally smooth online action detection using cycle-consistent future anticipation	Apr 16, 2021	Action DetectionAutonomous Driving	CodeCode Available	0	5
Temporal Recurrent Networks for Online Action Detection	Nov 18, 2018	Action DetectionOnline Action Detection	CodeCode Available	0	5
Text-driven Online Action Detection	Jan 23, 2025	Action DetectionAutonomous Driving	CodeCode Available	0	5
The Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos	Mar 22, 2020	Action DetectionOnline Action Detection	CodeCode Available	0	5
Two-Stream AMTnet for Action Detection	Apr 3, 2020	Action DetectionAutonomous Driving	CodeCode Available	0	5
A Comprehensive Study on Temporal Modeling for Online Action Detection	Jan 21, 2020	Action DetectionOnline Action Detection	CodeCode Available	0	5
Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks	Apr 19, 2016	Action DetectionAction Recognition	CodeCode Available	0	5
Weakly Supervised Online Action Detection for Infant General Movements	Aug 7, 2022	Action DetectionClassification	CodeCode Available	0	5
Learning to Discriminate Information for Online Action Detection	Dec 10, 2019	Action DetectionOnline Action Detection	CodeCode Available	0	5
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection	Feb 8, 2020	Action DetectionActivity Recognition	CodeCode Available	0	5
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos	Jun 5, 2020	Action DetectionAction Recognition	—Unverified	0	0
A Novel Online Action Detection Framework from Untrimmed Video Streams	Mar 17, 2020	Action DetectionAction Localization	—Unverified	0	0
Bridging the gap between Human Action Recognition and Online Action Detection	Jan 21, 2021	Action DetectionAction Recognition	—Unverified	0	0
Continual Low-Rank Scaled Dot-product Attention	Dec 4, 2024	Action DetectionAudio Classification	—Unverified	0	0

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