Deep Learning-based Action Detection in Untrimmed Videos: A Survey

30 September 2021

Papers citing "Deep Learning-based Action Detection in Untrimmed Videos: A Survey"

29 / 29 papers shown

Title
OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection Shuming Liu Chen Zhao Fatimah Zohra Mattia Soldan Alejandro Pardo ... Juan Carlos León Alcázar A. Cioppa Silvio Giancola Carlos Hinojosa Bernard Ghanem 68 3 0 27 Feb 2025
Action-Agnostic Point-Level Supervision for Temporal Action Detection Shuhei M. Yoshida Takashi Shibata M. Terao Takayuki Okatani Masashi Sugiyama 39 0 0 31 Dec 2024
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey Zixuan Shanggua Yanjie Dong Song Guo Victor C. M. Leung M. Jamal Deen Xiping Hu 42 0 0 23 Dec 2024
TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability Shimin Chen Xiaohan Lan Yitian Yuan Zequn Jie Lin Ma VLM MLLM 81 13 0 27 Nov 2024
Towards Student Actions in Classroom Scenes: New Dataset and Baseline Zhuolin Tan Chenqiang Gao Anyong Qin Ruixin Chen Tiecheng Song Feng Yang Deyu Meng 29 0 0 02 Sep 2024
JARViS: Detecting Actions in Video Using Unified Actor-Scene Context Relation Modeling Seok Hwan Lee Taein Son Soo Won Seo Jisong Kim Jun Won Choi 52 0 0 07 Aug 2024
A Survey of Video Datasets for Grounded Event Understanding Kate Sanders Benjamin Van Durme 40 4 0 14 Jun 2024
An Effective-Efficient Approach for Dense Multi-Label Action Detection Faegheh Sardari Armin Mustafa Philip J. B. Jackson Adrian Hilton 37 0 0 10 Jun 2024
Action Detection via an Image Diffusion Process Lin Geng Foo Tianjiao Li Hossein Rahmani Jun Liu 22 4 0 01 Apr 2024
Fast Low-parameter Video Activity Localization in Collaborative Learning Environments Venkatesh Jatla Sravani Teeparthi Ugesh Egala Sylvia Celedón-Pattichis Marios S. Pattichis 27 2 0 02 Mar 2024
Cutup and Detect: Human Fall Detection on Cutup Untrimmed Videos Using a Large Foundational Video Understanding Model Till Grutschus Ola Karrar Emir Esenov Ekta Vats 20 0 0 29 Jan 2024
ADM-Loc: Actionness Distribution Modeling for Point-supervised Temporal Action Localization Elahe Vahdani Yingli Tian 21 0 0 27 Nov 2023
Dense Video Captioning: A Survey of Techniques, Datasets and Evaluation Protocols Iqra Qasim Alexander Horsch Dilip K. Prasad 22 5 0 05 Nov 2023
POTLoc: Pseudo-Label Oriented Transformer for Point-Supervised Temporal Action Localization Elahe Vahdani Yingli Tian 30 1 0 20 Oct 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization Rui Zhang Hongxia Wang Ming-han Du Hanqing Liu Yangqiaoyu Zhou Q. Zeng 31 21 0 28 Aug 2023
An Outlook into the Future of Egocentric Vision Chiara Plizzari Gabriele Goletto Antonino Furnari Siddhant Bansal Francesco Ragusa G. Farinella Dima Damen Tatiana Tommasi EgoV 40 38 0 14 Aug 2023
PAT: Position-Aware Transformer for Dense Multi-Label Action Detection Faegheh Sardari A. Mustafa Philip J. B. Jackson A. Hilton ViT 24 6 0 09 Aug 2023
A Survey on Deep Learning-based Spatio-temporal Action Detection Peng Wang Fanwei Zeng Yu Qian 34 5 0 03 Aug 2023
VideoPro: A Visual Analytics Approach for Interactive Video Programming Jianben He Xingbo Wang Kamkwai Wong Xijie Huang Changjian Chen Zixin Chen Fengjie Wang Min Zhu Huamin Qu 28 10 0 01 Aug 2023
DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation Yue Zhang Hehe Fan Yi Yang Mohan S. Kankanhalli 3DPC 18 1 0 31 Jul 2023
A Multi-Modal Transformer Network for Action Detection Matthew Korban Scott T. Acton Peter Youngs ViT 43 15 0 31 May 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection Yuetian Weng Zizheng Pan Mingfei Han Xiaojun Chang Bohan Zhuang ViT 19 25 0 21 Jul 2022
Relaxed Transformer Decoders for Direct Action Proposal Generation Jing Tan Jiaqi Tang Limin Wang Gangshan Wu ViT 81 178 0 03 Feb 2021
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 148 319 0 09 Sep 2019
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 139 700 0 08 Jun 2018
Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice Amir Rasouli John K. Tsotsos 57 606 0 30 May 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 264 1,275 0 06 Mar 2017