Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks

2 October 2015

Bertram E. Shi

Papers citing "Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks"

50 / 115 papers shown

Title
Deep Unsupervised Key Frame Extraction for Efficient Video Classification Hao Tang L. Ding Songsong Wu Bin Ren N. Sebe Paolo Rota 51 31 0 12 Nov 2022
Holistic Interaction Transformer Network for Action Detection Gueter Josmy Faure Min-Hung Chen S. Lai 127 39 0 23 Oct 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 65 37 0 07 Aug 2022
Gate-Shift-Fuse for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz 85 24 0 16 Mar 2022
Behavior Recognition Based on the Integration of Multigranular Motion Features Lizong Zhang Yiming Wang Bei Hui Xiu Zhang Sijuan Liu Shuxin Feng 32 0 0 07 Mar 2022
Shift-Memory Network for Temporal Scene Segmentation Guo Cheng J. Zheng 136 0 0 17 Feb 2022
HAKE: A Knowledge Engine Foundation for Human Activity Understanding Yong-Lu Li Xinpeng Liu Xiaoqian Wu Yizhuo Li Zuoyu Qiu Liang Xu Yue Xu Haoshu Fang Cewu Lu 91 38 0 14 Feb 2022
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks Benjamin Filtjens Bart Vanrumste P. Slaets 25 42 0 03 Feb 2022
Multiview Transformers for Video Recognition Shen Yan Xuehan Xiong Anurag Arnab Zhichao Lu Mi Zhang Chen Sun Cordelia Schmid ViT 97 221 0 12 Jan 2022
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 104 57 0 07 Dec 2021
Early Melanoma Diagnosis with Sequential Dermoscopic Images Zhen Yu Jennifer Nguyen Toàn D. Nguyên J. Kelly C. Mclean Paul Bonnington Lei Zhang Victoria Mar Z. Ge 56 44 0 12 Oct 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Wang Song Han 100 65 0 27 Sep 2021
Adaptive Recursive Circle Framework for Fine-grained Action Recognition Hanxi Lin Xinxiao Wu Jiebo Luo 65 2 0 25 Jul 2021
ADNet: Temporal Anomaly Detection in Surveillance Videos H. Öztürk Ahmet Burak Can 130 15 0 14 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 242 2,176 0 29 Mar 2021
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization Zi-yi Liu Le Wang Qilin Zhang Wei Tang Junsong Yuan N. Zheng G. Hua 118 73 0 28 Mar 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 170 535 0 22 Dec 2020
CGAP2: Context and gap aware predictive pose framework for early detection of gestures Nishant Bhattacharya Suresh Sundaram 56 0 0 18 Nov 2020
Approximated Bilinear Modules for Temporal Modeling Xinqi Zhu Chang Xu Langwen Hui Cewu Lu Dacheng Tao 67 24 0 25 Jul 2020
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition Sudhakar Kumawat Manisha Verma Yuta Nakashima Shanmuganathan Raman 204 44 0 22 Jul 2020
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images Zhen Yu Jennifer Nguyen Xiaojun Chang J. Kelly C. Mclean Lei Zhang Victoria Mar Z. Ge MedIm 18 3 0 19 Jun 2020
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation N. Gessert M. Bengs M. Schlüter Alexander Schlaefer 58 23 0 20 May 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 184 1,029 0 09 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 102 450 0 03 Apr 2020
PaStaNet: Toward Human Activity Knowledge Engine Yong-Lu Li Liang Xu Xinpeng Liu Xijie Huang Yue Xu Shiyi Wang Haoshu Fang Ze Ma Mingyang Chen Cewu Lu 94 152 0 02 Apr 2020
Three-Stream Fusion Network for First-Person Interaction Recognition Ye-ji Kim Dong-Gyu Lee Seong-Whan Lee 70 8 0 19 Feb 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 99 130 0 08 Jan 2020
Lower Dimensional Kernels for Video Discriminators Emmanuel Kahembwe S. Ramamoorthy 89 51 0 18 Dec 2019
HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN Paritosh Parmar B. Morris 3DPC 38 9 0 10 Dec 2019
A Multigrid Method for Efficiently Training Video Models Chaoxia Wu Ross B. Girshick Kaiming He Christoph Feichtenhofer Philipp Krahenbuhl 91 94 0 02 Dec 2019
Gate-Shift Networks for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz 3DPC 97 155 0 01 Dec 2019
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting Rafaela C. Nascimento Y. M. Souto Eduardo S. Ogasawara Fábio Porto Eduardo Bezerra AI4TS 74 89 0 30 Nov 2019
Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition Yang Liu Zhaoyang Lu Jing Li Tao Yang Chao Yao 92 51 0 25 Nov 2019
Action Recognition Using Volumetric Motion Representations Michael Peven Gregory Hager A. Reiter 3DPC 58 0 0 19 Nov 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 186 153 0 28 Sep 2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos Okan Kopuklu Fabian Herzog Gerhard Rigoll 63 6 0 11 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 34 3 0 07 Sep 2019
Cooperative Cross-Stream Network for Discriminative Action Representation Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 62 5 0 27 Aug 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 98 383 0 07 Aug 2019
A Novel Approach for Robust Multi Human Action Recognition and Summarization based on 3D Convolutional Neural Networks Noor Almaadeed O. Elharrouss S. Al-Maadeed Ahmed Bouridane Azeddine Beghdadi 3DH 66 14 0 25 Jul 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 116 129 0 07 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 54 0 0 25 May 2019
Memory-Augmented Temporal Dynamic Learning for Action Recognition Yuan. Yuan Dong Wang Qi. Wang 70 13 0 30 Apr 2019
Cross-Modal Message Passing for Two-stream Fusion Dong Wang Yuan. Yuan Qi. Wang 18 2 0 30 Apr 2019
Large Scale Holistic Video Understanding Ali Diba Mohsen Fayyaz Vivek Sharma Manohar Paluri Jurgen Gall Rainer Stiefelhagen Luc Van Gool 86 35 0 25 Apr 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 85 110 0 25 Apr 2019
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning Sumanth Chennupati Ganesh Sistu S. Yogamani S. Rawashdeh 81 94 0 15 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 128 45 0 11 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 Apr 2019
V2CNet: A Deep Learning Framework to Translate Videos to Commands for Robotic Manipulation A. Nguyen Thanh-Toan Do Ian Reid D. Caldwell Nikos G. Tsagarakis 66 21 0 23 Mar 2019