Human Action Recognition from Various Data Modalities: A Review

22 December 2020

Zehua Sun

Jun Liu

Papers citing "Human Action Recognition from Various Data Modalities: A Review"

50 / 62 papers shown

Title
A Comparative Study of Human Activity Recognition: Motion, Tactile, and multi-modal Approaches Valerio Belcamino Nhat Minh Dinh Le Quan Khanh Luu A. Carfí V. A. Ho Fulvio Mastrogiovanni 31 0 0 13 May 2025
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding Siyang Jiang Bufang Yang Lilin Xu Mu Yuan Yeerzhati Abudunuer ... Liekang Zeng Hongkai Chen Zhenyu Yan Xiaofan Jiang Guoliang Xing VLM 89 0 0 03 May 2025
MultiSensor-Home: A Wide-area Multi-modal Multi-view Dataset for Action Recognition and Transformer-based Sensor Fusion Trung Thanh Nguyen Yasutomo Kawanishi Vijay John Takahiro Komamizu Ichiro Ide 41 0 0 03 Apr 2025
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition Siyuan Yang Shilin Lu Shizheng Wang Meng Hwa Er Zengwei Zheng Alex C. Kot 42 0 0 21 Mar 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 50 0 0 24 Feb 2025
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network Zhendong Liu Le Zhang Bing Li Yingjie Zhou Z. Chen Ce Zhu 69 1 0 28 Jan 2025
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 42 6 0 09 Sep 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Aly A. Farag 3DPC 26 0 0 10 Aug 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 74 3 0 20 Jul 2024
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 26 0 0 08 Jul 2024
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative Asmar Nadeem Faegheh Sardari R. Dawes Syed Sameed Husain Adrian Hilton Armin Mustafa 55 4 0 10 Jun 2024
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition Stefan Gerd Fritsch Cennet Oğuz Vitor Fortes Rey L. Ray Maximilian Kiefer-Emmanouilidis P. Lukowicz HAI 50 0 0 06 Jun 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition Mengyuan Liu C. L. P. Chen Songtao Wu Fanyang Meng Hong Liu 29 2 0 04 Feb 2024
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation Youssef Mourchid Rim Slama MedIm 24 15 0 21 Dec 2023
ConFormer: A Novel Collection of Deep Learning Models to Assist Cardiologists in the Assessment of Cardiac Function Ethan Thomas Salman Aslam MedIm 26 0 0 13 Dec 2023
Non-contact Multimodal Indoor Human Monitoring Systems: A Survey L. Nguyen Praneeth Susarla Anirban Mukherjee Manuel Lage Cañellas Constantino Álvarez Casado Xiaoting Wu Olli Silvén D. Jayagopi Miguel Bordallo López 23 1 0 11 Dec 2023
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 29 4 0 11 Dec 2023
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 29 18 0 10 Dec 2023
CAD -- Contextual Multi-modal Alignment for Dynamic AVQA Asmar Nadeem Adrian Hilton R. Dawes Graham A. Thomas A. Mustafa 21 9 0 25 Oct 2023
TransNet: A Transfer Learning-Based Network for Human Action Recognition Khaled Alomar Xiaohao Cai 32 1 0 13 Sep 2023
Concepts is All You Need: A More Direct Path to AGI Peter Voss M. Jovanovic 25 4 0 04 Sep 2023
M $^3$ Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition Hao Tang Jun Liu Shuanglin Yan Rui Yan Zechao Li Jinhui Tang 19 37 0 06 Aug 2023
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 53 4 0 25 May 2023
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition Qianhui Men Edmond S. L. Ho Hubert P. H. Shum Howard Leung SSL 20 19 0 03 Apr 2023
Easing Automatic Neurorehabilitation via Classification and Smoothness Analysis Asma Bensalah Alicia Fornés Cristina Carmona-Duarte Josep Lladós 6 1 0 09 Dec 2022
Estimation of physical activities of people in offices from time-series point-cloud data Koki Kizawa R. Shinkuma Gabriele Trovato 3DPC 24 0 0 17 Nov 2022
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention C. Wang T. S. Kumar W. de Raedt Guido Camps Hans Hallez Bart Vanrumste 16 12 0 08 Nov 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 24 8 0 25 Oct 2022
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 33 21 0 21 Sep 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Saeed Mian ViT 19 44 0 13 Sep 2022
Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization Ding Li Xuebing Yang Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 4 0 31 Aug 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 22 4 0 19 Aug 2022
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 45 23 0 25 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 24 52 0 02 Jun 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan S. Kankanhalli 3DPC 123 111 0 27 May 2022
Precondition and Effect Reasoning for Action Recognition Hongsang Yoo Haopeng Li Qiuhong Ke Liangchen Liu Rui Zhang CML 36 4 0 19 Dec 2021
Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang Xitong Yang Hengduo Li Li Liu Zuxuan Wu Yu-Gang Jiang ViT 21 63 0 23 Nov 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 229 1,019 0 13 Oct 2021
Cross-modal Knowledge Distillation for Vision-to-Sensor Action Recognition Jianyuan Ni Raunak Sarbajna Yang Liu A. Ngu Yan Yan HAI 19 36 0 08 Oct 2021
Adversarial Bone Length Attack on Action Recognition Nariki Tanaka Hiroshi Kera K. Kawamoto AAML 27 13 0 13 Sep 2021
STAR: Sparse Transformer-based Action Recognition Feng Shi Chonghan Lee Liang Qiu Yizhou Zhao Tianyi Shen Shivran Muralidhar Tian Han Song-Chun Zhu V. Narayanan ViT 21 26 0 15 Jul 2021
A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation Runze Chen Haiyong Luo Fang Zhao Xuechun Meng Zhiqing Xie Yida Zhu VLM HAI 21 2 0 06 Jul 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 135 156 0 29 Apr 2021
VidTr: Video Transformer Without Convolutions Yanyi Zhang Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Biagio Brattoli Hao Chen I. Marsic Joseph Tighe ViT 136 193 0 23 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 248 577 0 22 Apr 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 198 422 0 01 Feb 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 188 88 0 05 Jan 2021