RGB Stream Is Enough for Temporal Action Detection

9 July 2021

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Papers citing "RGB Stream Is Enough for Temporal Action Detection"

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Title
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu Pengyu Liu Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 129 7 0 07 Jul 2024
Temporal Context Aggregation Network for Temporal Action Proposal Refinement Zhiwu Qing Haisheng Su Weihao Gan Dongliang Wang Wei Wu Xiang Wang Yu Qiao Junjie Yan Changxin Gao Nong Sang 120 175 0 24 Mar 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 82 256 0 24 Mar 2021
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation Haisheng Su Weihao Gan Wei Wu Yu Qiao Junjie Yan 109 125 0 15 Sep 2020
Revisiting Anchor Mechanisms for Temporal Action Localization Le Yang Houwen Peng Dingwen Zhang Jianlong Fu Junwei Han 88 168 0 22 Aug 2020
Multi-Level Temporal Pyramid Network for Action Detection Xiang Wang Changxin Gao Shiwei Zhang Nong Sang 35 14 0 07 Aug 2020
Boundary Content Graph Neural Network for Temporal Action Proposal Generation Y. Bai Yingying Wang Yunhai Tong Yang Yang Qiyue Liu Junhui Liu 78 162 0 04 Aug 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho FAtt 89 128 0 20 Jul 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 85 1,205 0 08 Jun 2020
Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network Jialin Gao Zhixiang Shi Jiani Li Guanshuo Wang Yufeng Yuan Shiming Ge Xiaoping Zhou 54 75 0 09 Mar 2020
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 132 437 0 26 Nov 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 114 3,724 0 19 Nov 2019
Fast Learning of Temporal Action Proposal via Dense Boundary Generator Chuming Lin Jian Li Yabiao Wang Ying Tai Donghao Luo Zhipeng Cui Chengjie Wang Jilin Li Feiyue Huang Rongrong Ji 75 214 0 11 Nov 2019
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 209 321 0 09 Sep 2019
Graph Convolutional Networks for Temporal Action Localization Runhao Zeng Wenbing Huang Mingkui Tan Yu Rong P. Zhao Junzhou Huang Chuang Gan GNN 91 480 0 07 Sep 2019
Deep Concept-wise Temporal Convolutional Networks for Action Localization Xin Li Tianwei Lin Xiao-Chang Liu Chuang Gan W. Zuo Chong Li Xiang Long Dongliang He Fu Li Shilei Wen 81 31 0 26 Aug 2019
IoU-balanced Loss Functions for Single-stage Object Detection Shengkai Wu Jinrong Yang Xinggang Wang Xiaoping Li ObjD 72 102 0 15 Aug 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 94 382 0 07 Aug 2019
BMN: Boundary-Matching Network for Temporal Action Proposal Generation Tianwei Lin Xiao-Chang Liu Xin Li Errui Ding Shilei Wen 145 609 0 23 Jul 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 154 5,018 0 02 Apr 2019
Multi-granularity Generator for Temporal Action Proposal Yuan Liu Lin Ma Yifeng Zhang Wen Liu Shih-Fu Chang 92 194 0 28 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,694 0 20 Nov 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 75 852 0 30 Jul 2018
S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks Da Zhang Xiyang Dai Xin Eric Wang Yuan-fang Wang 3DPC 62 59 0 21 Jul 2018
CTAP: Complementary Temporal Action Proposal Generation J. Gao Kan Chen Ram Nevatia ViT 64 178 0 12 Jul 2018
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 201 707 0 08 Jun 2018
Rethinking the Faster R-CNN Architecture for Temporal Action Localization Yu-Wei Chao Sudheendra Vijayanarasimhan Bryan Seybold David A. Ross Jia Deng Rahul Sukthankar ObjD 79 648 0 20 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 149 4,943 0 03 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 240 3,033 0 30 Nov 2017
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun Zhanghui Kuang Wanli Ouyang Lu Sheng Wayne Zhang 80 297 0 29 Nov 2017
Appearance-and-Relation Networks for Video Classification Limin Wang Wei Li Wen Li Luc Van Gool 87 351 0 24 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 332 8,922 0 21 Nov 2017
Single Shot Temporal Action Detection Tianwei Lin Xu Zhao Zheng Shou 88 455 0 17 Oct 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,045 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 270 3,817 0 19 May 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 104 916 0 20 Apr 2017
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 145 719 0 22 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 387 27,275 0 20 Mar 2017
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos Zheng Shou Jonathan Chan Alireza Zareian K. Miyazawa Shih-Fu Chang 86 561 0 04 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 120 3,841 0 02 Aug 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 257 29,915 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 742 37,085 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 540 62,477 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 295 26,223 0 11 Nov 2013