Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos

4 August 2016

Papers citing "Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos"

50 / 89 papers shown

Title
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos Jeremie Ochin Raphael Chekroun Bogdan Stanciulescu Sotiris Manitsaris 19 0 0 14 May 2025
Action tube generation by person query matching for spatio-temporal action detection Kazuki Omi Jion Oshima Toru Tamaki 65 0 0 17 Mar 2025
Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional Networks Jeremie Ochin Guillaume Devineau Bogdan Stanciulescu Sotiris Manitsaris 3DPC 74 1 0 24 Feb 2025
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts Taein Son Soo Won Seo Jisong Kim S. Lee Jun Won Choi VGen 79 0 0 18 Dec 2024
ROAD-Waymo: Action Awareness at Scale for Autonomous Driving Salman Khan Izzeddin Teeti Reza Javanmard Alitappeh Mihaela C. Stoian Eleonora Giunchiglia Gurkirt Singh Andrew Bradley Fabio Cuzzolin 47 0 0 03 Nov 2024
Classification Matters: Improving Video Action Detection with Class-Specific Attention Jinsung Lee Taeoh Kim Inwoong Lee Minho Shim Dongyoon Wee Minsu Cho Suha Kwak 54 0 0 29 Jul 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 40 3 0 29 Jan 2024
A Survey on Deep Learning-based Spatio-temporal Action Detection Peng Wang Fanwei Zeng Yu Qian 34 5 0 03 Aug 2023
CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection Lei Chen Zhan Tong Yibing Song Gangshan Wu Limin Wang 25 3 0 28 Mar 2023
MINOTAUR: Multi-task Video Grounding From Multimodal Queries Raghav Goyal E. Mavroudi Xitong Yang Sainbayar Sukhbaatar Leonid Sigal Matt Feiszli Lorenzo Torresani Du Tran 31 7 0 16 Feb 2023
TempNet: Temporal Attention Towards the Detection of Animal Behaviour in Videos Declan McIntosh T. Marques A. Albu R. Rountree F. D. Leo 18 2 0 17 Nov 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 40 2 0 28 Sep 2022
Spatio-Temporal Action Detection Under Large Motion Gurkirt Singh Vasileios Choutas Suman Saha Feng Yu Luc Van Gool 20 12 0 06 Sep 2022
RADNet: A Deep Neural Network Model for Robust Perception in Moving Autonomous Systems B. Mudassar Sho Ko Maojingjing Li Priyabrata Saha Saibal Mukhopadhyay 16 2 0 30 Apr 2022
End-to-End Semi-Supervised Learning for Video Action Detection Akash Kumar Yogesh S Rawat 24 31 0 08 Mar 2022
KORSAL: Key-point Detection based Online Real-Time Spatio-Temporal Action Localization Kalana Abeywardena Shechem Sumanthiran Sakuna Jayasundara Sachira Karunasena Ranga Rodrigo P. Jayasekara 3DPC 16 1 0 05 Nov 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 52 60 0 30 Sep 2021
Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video Jie Wu Wei Zhang Guanbin Li Wenhao Wu Xiao Tan Yingying Li Errui Ding Liang Lin 37 66 0 09 Aug 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 95 0 01 Jul 2021
MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions Yixuan Li Lei Chen Runyu He Zhenzhi Wang Gangshan Wu Limin Wang 27 97 0 16 May 2021
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection Salman Khan Fabio Cuzzolin 3DPC 51 5 0 16 Apr 2021
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods V. Bawa Gurkirt Singh Francis KapingA I. Skarga-Bandurova Elettra Oleari ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 25 36 0 07 Apr 2021
TubeR: Tubelet Transformer for Video Action Detection Jiaojiao Zhao Yanyi Zhang Xinyu Li Hao Chen Shuai Bing ... Yuanjun Xiong Davide Modolo I. Marsic Cees G. M. Snoek Joseph Tighe ViT 36 70 0 02 Apr 2021
Time and Frequency Network for Human Action Detection in Videos Changhai Li Huawei Chen Jingqing Lu Yang Huang Yingying Liu 3DH AI4TS 13 2 0 08 Mar 2021
ROAD: The ROad event Awareness Dataset for Autonomous Driving Gurkirt Singh Stephen Akrigg Manuele Di Maio Valentina Fontana Reza Javanmard Alitappeh ... Salman Khan S. Grazioso Andrew Bradley G. Gironimo Fabio Cuzzolin 32 89 0 23 Feb 2021
Movement Tracks for the Automatic Detection of Fish Behavior in Videos Declan McIntosh T. Marques A. Albu R. Rountree F. D. Leo 19 12 0 28 Nov 2020
Recurrent Neural Networks for video object detection A. Qasim Arnd Pettirsch ObjD 19 4 0 29 Oct 2020
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Nakul Agarwal Yi-Ting Chen Behzad Dariush Ming-Hsuan Yang 27 8 0 19 Oct 2020
Temporal Binary Representation for Event-Based Action Recognition Simone Undri Innocenti Federico Becattini F. Pernici A. Bimbo 52 67 0 18 Oct 2020
Online Spatiotemporal Action Detection and Prediction via Causal Representations Gurkirt Singh 3DPC CML 21 0 0 31 Aug 2020
Finding Action Tubes with a Sparse-to-Dense Framework Yuxi Li Weiyao Lin Tao Wang John See Rui Qian N. Xu Limin Wang Shugong Xu ViT 27 17 0 30 Aug 2020
CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization Yuxi Li Weiyao Lin John See N. Xu Shugong Xu Ke Yan Cong Yang 117 17 0 19 Aug 2020
Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos Anurag Arnab Chen Sun Arsha Nagrani Cordelia Schmid 22 24 0 21 Jul 2020
Two-Stream AMTnet for Action Detection Suman Saha Gurkirt Singh Fabio Cuzzolin ViT 11 13 0 03 Apr 2020
Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos Daniel Cores V. Brea M. Mucientes ViT 21 1 0 01 Apr 2020
Spatio-Temporal Action Detection with Multi-Object Interaction Huijuan Xu Lizhi Yang Stan Sclaroff Kate Saenko Trevor Darrell 12 7 0 01 Apr 2020
Long Short-Term Relation Networks for Video Action Detection Dong Li Ting Yao Zhaofan Qiu Houqiang Li Tao Mei 12 22 0 31 Mar 2020
Actions as Moving Points Yixuan Li Zixu Wang Limin Wang Gangshan Wu 22 104 0 14 Jan 2020
Mimetics: Towards Understanding Human Actions Out of Context Philippe Weinzaepfel Grégory Rogez 19 71 0 16 Dec 2019
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition Jinwoo Choi Chen Gao Joseph C.E. Messou Jia-Bin Huang 24 177 0 11 Dec 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 28 143 0 15 Nov 2019
A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking A. Hammam Mona M. Soliman A. Hassanien 18 0 0 09 Nov 2019
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition Alexandros Stergiou R. Poppe 3DH 20 19 0 30 Sep 2019
Multi-Stream Single Shot Spatial-Temporal Action Detection Pengfei Zhang Yu Cao Benyuan Liu 3DPC 18 3 0 22 Aug 2019
Deformable Tube Network for Action Detection in Videos Wei Li Zehuan Yuan Dashan Guo Lei Huang Xiangzhong Fang Changhu Wang ViT MedIm 33 5 0 03 Jul 2019
Learning Spatio-Temporal Representation with Local and Global Diffusion Zhaofan Qiu Ting Yao Chong-Wah Ngo Xinmei Tian Tao Mei 11 169 0 13 Jun 2019
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection Lin Song Shiwei Zhang Gang Yu Hongbin Sun 19 82 0 31 May 2019
Improving Action Localization by Progressive Cross-stream Cooperation Rui Su Wanli Ouyang Luping Zhou Dong Xu 11 23 0 28 May 2019
Spatio-Temporal Action Localization in a Weakly Supervised Setting K. Degiorgio Fabio Cuzzolin 17 0 0 06 May 2019
A Study on Action Detection in the Wild Yubo Zhang P. Tokmakov M. Hebert Cordelia Schmid 15 12 0 29 Apr 2019