Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition

4 April 2017

Papers citing "Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition"

43 / 43 papers shown

Title
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset Rahm Ranjan David Ahmedt-Aristizabal M. Armin Juno Kim 35 4 0 05 Jul 2024
Two Stream Scene Understanding on Graph Embedding Wenkai Yang Wenyuan Sun Runxaing Huang 16 0 0 12 Nov 2023
Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition D. Kothandaraman Ming-Shun Lin Tianyi Zhou 25 6 0 15 Sep 2022
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 41 3 0 19 Apr 2022
FAR: Fourier Aerial Video Recognition D. Kothandaraman Tianrui Guan Xijun Wang Sean Hu Ming-Shun Lin Tianyi Zhou 21 13 0 21 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 43 25 0 26 Feb 2022
NeuroView-RNN: It's About Time C. Barberan Sina Alemohammad Naiming Liu Randall Balestriero Richard G. Baraniuk AI4TS HAI 41 2 0 23 Feb 2022
Turning old models fashion again: Recycling classical CNN networks using the Lattice Transformation Ana Paula G. S. de Almeida Flávio de Barros Vidal 6 0 0 28 Sep 2021
Action Shuffling for Weakly Supervised Temporal Localization Xiaoyu Zhang Haichao Shi Changsheng Li Xinchu Shi WSOL 43 10 0 10 May 2021
Multi-Perspective LSTM for Joint Visual Representation Learning Alireza Sepas-Moghaddam F. Pereira P. Correia Ali Etemad 14 10 0 06 May 2021
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure Miao Yin Siyu Liao Xiao-Yang Liu Xiaodong Wang Bo Yuan AI4TS 24 31 0 12 Apr 2021
Event-based Timestamp Image Encoding Network for Human Action Recognition and Anticipation Chaoxing Huang 11 4 0 12 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021
No frame left behind: Full Video Action Recognition X. Liu S. Pintea F. Karimi Nejadasl Olaf Booij Jan van Gemert 19 40 0 29 Mar 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
A New Action Recognition Framework for Video Highlights Summarization in Sporting Events Cheng Yan Xin Li Guoqiang Li EDL 21 12 0 01 Dec 2020
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition Ayush Srivastava Oshin Dutta A. Prathosh Sumeet Agarwal Jigyasa Gupta 12 8 0 03 Oct 2020
Event-based Action Recognition Using Timestamp Image Encoding Network Chaoxing Huang 4 5 0 28 Sep 2020
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data Zeeshan Ahmad N. Khan 6 17 0 22 Aug 2020
L-CNN: A Lattice cross-fusion strategy for multistream convolutional neural networks Ana Paula G. S. de Almeida Flávio de Barros Vidal 6 3 0 01 Aug 2020
Memory based fusion for multi-modal deep learning Darshana Priyasad Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes 20 0 0 16 Jul 2020
Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes 22 12 0 12 Jul 2020
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method Fatemeh Serpush Mahdi Rezaei CVBM 16 5 0 06 Jul 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 47 109 0 13 May 2020
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition Miao Yin Siyu Liao Xiao-Yang Liu Xiaodong Wang Bo Yuan 40 24 0 09 May 2020
Hierarchical Attention Network for Action Segmentation Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes VOS 18 5 0 07 May 2020
A Comprehensive Study on Temporal Modeling for Online Action Detection Wen Wang Xiaojiang Peng Yu Qiao Jian Cheng 34 2 0 21 Jan 2020
Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation Sung-Kwon Choo Wonkyo Seo N. Cho VOS 25 0 0 03 Dec 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
Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation Harshala Gammulle Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 16 21 0 20 Sep 2019
Forecasting Future Action Sequences with Neural Memory Networks Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes AI4TS 27 34 0 20 Sep 2019
An Attention-based Recurrent Convolutional Network for Vehicle Taillight Recognition Kuan-Hui Lee Takaaki Tagawa Jia-Yu Pan Adrien Gaidon B. Douillard ViT 24 15 0 09 Jun 2019
On Flow Profile Image for Video Representation M. Babaee David Full Gerhard Rigoll 14 0 0 12 May 2019
Multi-Level Sequence GAN for Group Activity Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 6 26 0 18 Dec 2018
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition Yu Pan Jing Xu Maolin Wang Jinmian Ye Fei Wang Kun Bai Zenglin Xu MQ 15 104 0 19 Nov 2018
RGB Video Based Tennis Action Recognition Using a Deep Historical Long Short-Term Memory Jia-xin Cai Xin Tang 17 5 0 02 Aug 2018
Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 14 24 0 09 Mar 2018
Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes 29 62 0 09 Mar 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 28 10 0 19 Feb 2018
A Unified Method for First and Third Person Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 25 6 0 30 Dec 2017
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Al Hajj M. Lamard Pierre-Henri Conze B. Cochener G. Quellec 36 3 0 04 Oct 2017
Tree Memory Networks for Modelling Long-term Temporal Dependencies Tharindu Fernando Simon Denman A. Mcfadyen Sridha Sridharan Clinton Fookes 24 53 0 12 Mar 2017