Differential Recurrent Neural Networks for Action Recognition

25 April 2015

Guo-Jun Qi

Papers citing "Differential Recurrent Neural Networks for Action Recognition"

50 / 128 papers shown

Title
Action Recognition in Real-World Ambient Assisted Living Environment Vincent Gbouna Zakka Zhuangzhuang Dai Luis J. Manso 34 0 0 29 Mar 2025
High-Performance Inference Graph Convolutional Networks for Skeleton-Based Action Recognition Ziao Li Junyi Wang Bangli Liu Haibin Cai Mohamad Saada Guhong Nie 3DH 55 0 0 08 Jan 2025
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections Youwei Zhou Tianyang Xu Cong Wu Xiaojun Wu J. Kittler 3DH 78 0 0 22 Nov 2024
Multi-View Neural Differential Equations for Continuous-Time Stream Data in Long-Term Traffic Forecasting Zibo Liu Zhe Jiang Shigang Chen AI4TS 29 0 0 12 Aug 2024
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic Zibo Liu Zhe Jiang Zelin Xu Tingsong Xiao Zhengkun Xiao Haibo Wang Shigang Chen AI4TS 40 0 0 02 Aug 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller H. Kalviainen 51 3 0 21 May 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 49 3 0 10 May 2024
MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition Naichuan Zheng Hailun Xia Zeyu Liang 39 0 0 16 Apr 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 27 9 0 11 Apr 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 34 16 0 31 Mar 2024
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling W. G. C. Bandara Vishal M. Patel VPVLM VLM 28 1 0 11 Mar 2024
Bi-invariant Dissimilarity Measures for Sample Distributions in Lie Groups M. Hanik H. Hege C. V. Tycowicz 24 3 0 20 Feb 2024
Explore Human Parsing Modality for Action Recognition Jinfu Liu Runwei Ding Yuhang Wen Nan Dai Fanyang Meng Shen Zhao Mengyuan Liu 27 7 0 04 Jan 2024
TransNet: A Transfer Learning-Based Network for Human Action Recognition Khaled Alomar Xiaohao Cai 27 1 0 13 Sep 2023
Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition Mireille el Assal Pierre Tirilly Ioan Marius Bilasco 17 3 0 23 Jun 2023
Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization Yu-Huan Yang Haipeng Chen Zhenguang Liu Y. Lyu Beibei Zhang Shuang Wu Zhibo Wang Kui Ren 16 6 0 13 Jun 2023
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting Zibo Liu Parshin Shojaee Chandan K. Reddy AI4TS AI4CE 26 9 0 30 May 2023
Language Knowledge-Assisted Representation Learning for Skeleton-Based Action Recognition Haojun Xu Yanlei Gao Zheng Hui Jie Li Xinbo Gao 31 32 0 21 May 2023
Selective Structured State-Spaces for Long-Form Video Understanding Jue Wang Wenjie Zhu Pichao Wang Xiang Yu Linda Liu Mohamed Omar Raffay Hamid 34 94 0 25 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 21 70 0 07 Mar 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 24 42 0 05 Feb 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 20 10 0 31 Jan 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 21 8 0 29 Dec 2022
2D Pose Estimation based Child Action Recognition Sanka Mohottala Sandun Abeygunawardana Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne 19 2 0 18 Dec 2022
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Suhwan Cho Sungmin Woo Sungjun Jang Sangyoun Lee 14 17 0 09 Dec 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 26 130 0 23 Aug 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu Jiang 28 23 0 31 May 2022
What is the best RNN-cell structure for forecasting each time series behavior? Rohaifa Khaldi A. E. Afia R. Chiheb S. Tabik AI4TS 15 1 0 15 Mar 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 19 25 0 23 Feb 2022
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 16 24 0 28 Oct 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 563 0 26 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis Xin Liu Henglin Shi Haoyu Chen Zitong Yu Xiaobai Li Guoying Zhao 19 80 0 01 Jul 2021
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 20 38 0 04 May 2021
Action in Mind: A Neural Network Approach to Action Recognition and Segmentation Zahra Gharaee 19 3 0 30 Apr 2021
Hierarchical growing grid networks for skeleton based action recognition Zahra Gharaee 32 12 0 22 Apr 2021
No frame left behind: Full Video Action Recognition X. Liu S. Pintea F. Karimi Nejadasl O. Booij J. C. V. 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 40 502 0 22 Dec 2020
Temporal Graph Modeling for Skeleton-based Action Recognition Jianan Li Xuemei Xie Zhifu Zhao Yuhan Cao Qingzhe Pan Guangming Shi 18 11 0 16 Dec 2020
Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues A. Alam I. Ullah Young-Koo Lee 39 22 0 16 Nov 2020
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition Umar Asif Deval Mehta Stefan von Cavallar Jianbin Tang S. Harrer CVBM 19 0 0 21 Sep 2020
A Plug-and-play Scheme to Adapt Image Saliency Deep Model for Video Data Yunxiao Li Shuai Li Chenglizhao Chen Aimin Hao Hong Qin 11 28 0 02 Aug 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 11 21 0 10 Jul 2020
PNL: Efficient Long-Range Dependencies Extraction with Pyramid Non-Local Module for Action Recognition Yuecong Xu Haozhi Cao Jianfei Yang K. Mao Jianxiong Yin Simon See 13 5 0 09 Jun 2020
Autonomous Driving: Framework for Pedestrian Intention Estimationin a Real World Scenario Walter Morales-Alvarez Francisco Miguel Moreno Óscar Sipele N. Smirnov Cristina Olaverri-Monreal 14 21 0 04 Jun 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 42 109 0 13 May 2020
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events Weiyao Lin Huabin Liu Shizhan Liu Yuxi Li Rui Qian Tao Wang Ning Xu H. Xiong Guojun Qi N. Sebe 20 14 0 09 May 2020
Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action Recognition Qi Li Hanlin Mo Jinghan Zhao Hongxiang Hao Hua Li 11 4 0 21 Apr 2020
Human action recognition with a large-scale brain-inspired photonic computer P. Antonik N. Marsal Daniel Brunner D. Rontani 14 130 0 06 Apr 2020
FineHand: Learning Hand Shapes for American Sign Language Recognition Al Amin Hosain P. Santhalingam Parth H. Pathak Huzefa Rangwala Jana Kosecka 13 11 0 04 Mar 2020
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos Naina Dhingra A. Kunz 3DPC SLR 25 35 0 04 Jan 2020