Awesome Online Action Detection:

Survey

• [Survey-2022] Online human action detection and anticipation in videos: A survey - Xuejiao Hu et al, Neurocomputing 2022.

2025

• [TOAD] Text-driven Online Action Detection - Manuel Benavent-Lledo et al, ArXiv 2025.

2024

• [OV-OAD] Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? - Qingsong Zhao et al, NeurIPS 2024. [code]
• [OnlineTAS] OnlineTAS: An Online Baseline for Temporal Action Segmentation - Qing Zhong et al, NeurIPS 2024.
• [HAT] HAT: History-Augmented Anchor Transformer for Online Temporal Action Localization - Sakib Reza et al, ECCV 2024. [code]
• [ActionSwitch] ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos - Hyolim Kang et al, ECCV 2024.
• [OA-M] Object Aware Egocentric Online Action Detection - Joungbin An et al, ArXiv 2024.
• [MALT] MALT: Multi-scale Action Learning Transformer for Online Action Detection - Zhipeng Yang et al, ArXiv 2024.
• [JOADAA] JOADAA: joint online action detection and action anticipation - Mohammed Guermal et al, WACV 2024.

2023

• [MiniROAD] MiniROAD: Minimal RNN Framework for Online Action Detection - Joungbin An et al, ICCV 2023. [code]
• [E2E-LOAD] E2E-LOAD: End-to-End Long-form Online Action Detection - Shuqiang Cao et al, ICCV 2023. [code]
• [MAT] Memory-and-Anticipation Transformer for Online Action Understanding - Jiahao Wang et al, ICCV 2023. [code]
• [Contrastive-based] Online Action Detection with Learning Future Representations by Contrastive Learning - Haitao Leng et al, ICME 2023.
• [HCM] HCM: Online Action Detection With Hard Video Clip Mining - Siyu Liu et al, TMM 2023.
• [DFAformer] DFAformer: A Dual Filtering Auxiliary Transformer for Efficient Online Action Detection in Streaming Videos - Shicheng Jing et al, PRCV 2023.

2022

• [SCOAD] SCOAD: Single-frame Click Supervision for Online Action Detection - Na Ye et al, ACCV 2022.[code]
• [TwinLSTM] TwinLSTM: Two-channel LSTM Network for Online Action Detection - Yunfei Han et al, ICPR 2022.
• [Uncertainty-Based] Uncertainty-Based Spatial-Temporal Attention for Online Action Detection - Hongji Guo et al, ECCV 2022.
• [TeSTra] Real-time Online Video Detection with Temporal Smoothing Transformers - Yue Zhao et al, ECCV 2022.[code]
• [CWC-Trans] A Circular Window-based Cascade Transformer for Online Action Detection - Shuqiang Cao et al, ArXiv 2022.
• [GateHUB] GateHUB: Gated History Unit with Background Suppression for Online Action Detection - Junwen Chen et al, CVPR 2022.
• [Colar] Colar: Effective and Efficient Online Action Detection by Consulting Exemplars - Le Yang et al, CVPR 2022.[code]
• [PPKD] Progressive Privileged Knowledge Distillation for Online Action Detection - Peisen Zhao et al, PR 2022.
• [Continual Transformers] Continual Transformers: Redundancy-Free Attention for Online Inference - Lukas Hedegaard et al, ArXiv 2022.[code]

2021

• [OadTR] OadTR: Online Action Detection with Transformers - Xiang Wang et al, ICCV 2021.[code]
• [LSTR] Long Short-Term Transformer for Online Action Detection - Mingze Xu et al, NeurIPS 2021.[code]
• [TFN] Temporal Filtering Networks for Online Action Detection - Hyunjun Eun et al, PR 2021.
• [WOAD] WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos - Mingfei Gao et al, CVPR 2021.[code]
• [IDN-Extend] Learning to Discriminate Information for Online Action Detection: Analysis and Application - Sumin Lee et al, ArXiv 2021.
• [IED] Information Elevation Network for Fast Online Action Detection - Sunah Min et al, ArXiv 2021.
• [empirical study] An empirical study on temporal modeling for online action detection - Wen Wang et al, Complex & Intelligent Systems 2021.
• Exploring Temporal Context and Human Movement Dynamics for Online Action Detection in Videos - Vasiliki I. Vasileiou et al, EUSIPCO 2021.
• [FATSnet] Temporally Smooth Online Action Detection using Cycle-consistent Future Anticipation - Young Hwi Kim et al, PR 2021. [code]

2020

• [IDN] Learning to Discriminate Information for Online Action Detection - Hyunjun Eun et al, CVPR 2020.[code]
• [LAP-Net] LAP-Net: Adaptive Features Sampling via Learning Action Progression for Online Action Detection - Sanqing Qu et al, ArXiv 2020.
• [BF-I3D] Online Action Detection in Streaming Videos with Time Buffers - Bowen Zhan et al, ArXiv 2020.
• [evaluation protocol] Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol - Marcos Baptista Rios et al, IEEE Access 2020.[code]

2019

• [TRN] Temporal Recurrent Networks for Online Action Detection - Mingze Xu et al, ICCV 2019.[code]
• [StartNet] StartNet: Online Detection of Action Start in Untrimmed Videos - Mingfei Gao et al, ICCV 2019.

2018

• Modeling temporal structure with LSTM for online action detection - Roeland De Geest et al, WACV 2018.
• Online Detection of Action Start in Untrimmed, Streaming Video - Zheng Shou et al, ECCV 2018.[code]
• [HDD Dataset] Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning - Vasili Ramanishka et al, CVPR 2018.

2017

• [RED] RED: Reinforced Encoder-Decoder Networks for Action Anticipation - Jiyang Gao et al, BMVC 2017.

2016

• [Online action detection & TVseries Dataset] Online Action Detection - Roeland De Geest et al, ECCV 2016.

Comments are welcome for additional notes！