PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

22 March 2017

Papers citing "PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding"

41 / 41 papers shown

Title
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Asem Ali 3DPC 31 0 0 10 Aug 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 40 0 0 15 Jul 2024
A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis S. Nguyen Maxime Devanne O. Rémy-Néris Mathieu Lempereur André Thepaut 58 4 0 29 Jun 2024
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning Yang Chen Tian He Junfeng Fu Ling Wang Jingcai Guo Hong Cheng VLM 37 2 0 31 May 2024
Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition Yang Chen Jingcai Guo Tian He Ling Wang 41 6 0 11 Apr 2024
Self-supervised 3D Patient Modeling with Multi-modal Attentive Fusion Meng Zheng Benjamin Planche Xuan Gong Fan Yang Terrence Chen Ziyan Wu 3DH 46 5 0 05 Mar 2024
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 46 18 0 10 Dec 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 35 1 0 20 Sep 2023
IndGIC: Supervised Action Recognition under Low Illumination Jing-Teng Zeng 35 1 0 29 Aug 2023
FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jingwen Guo Hong Liu Shitong Sun Tianyu Guo Hao Fei Chenyang Si 41 3 0 19 Jun 2023
DeePoint: Visual Pointing Recognition and Direction Estimation Shu Nakamura Yasutomo Kawanishi S. Nobuhara Ko Nishino 3DH 3DPC 26 2 0 14 Apr 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 28 19 0 03 Apr 2023
Co-Occurrence Matters: Learning Action Relation for Temporal Action Localization Congqi Cao Yizhe Wang Yuelie Lu X. Zhang Yanning Zhang 33 4 0 15 Mar 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
BON: An extended public domain dataset for human activity recognition G. Tadesse Oliver E. Bent Komminist Weldemariam Md. Abrar Istiak Taufiq Hasan Andrea Cavallaro 32 1 0 12 Sep 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 30 38 0 26 Aug 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 21 32 0 20 Jul 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 29 13 0 04 Feb 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 26 33 0 15 Jan 2022
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 29 2 0 22 Nov 2021
Pose-guided Generative Adversarial Net for Novel View Action Synthesis Xianhang Li Junhao Zhang Kunchang Li Shruti Vyas Yogesh S Rawat GAN 54 3 0 15 Oct 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 29 130 0 08 Aug 2021
UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles Tianjiao Li Jun Liu Wei Emma Zhang Yun Ni Wenqian Wang Zhiheng Li AI4TS 33 188 0 02 Apr 2021
Bridging the gap between Human Action Recognition and Online Action Detection Alban Main De Boissiere R. Noumeir 22 0 0 21 Jan 2021
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 32 70 0 28 Oct 2020
Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions Isura Nirmal Abdelwahed Khamis Mahbub Hassan Wen Hu Xiaoqing Zhu 26 68 0 23 Oct 2020
Object Properties Inferring from and Transfer for Human Interaction Motions Qian Zheng Weikai Wu Hanting Pan Niloy Mitra Daniel Cohen-Or Hui Huang 25 0 0 20 Aug 2020
Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction Ziyang Song Ziyi Yin Zejian Yuan Chong Zhang Wanchao Chi Yonggen Ling Shenghao Zhang 19 20 0 02 Jul 2020
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 16 11 0 18 Nov 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 36 1,255 0 12 May 2019
EV-Action: Electromyography-Vision Multi-Modal Action Dataset Lichen Wang Bin Sun Joseph P. Robinson Taotao Jing Y. Fu 32 28 0 20 Apr 2019
COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis Yansong Tang Dajun Ding Yongming Rao Yu Zheng Danyang Zhang Lili Zhao Jiwen Lu Jie Zhou 18 304 0 07 Mar 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 29 142 0 08 Feb 2019
Part-based Graph Convolutional Network for Action Recognition Kalpit C. Thakkar P. J. Narayanan 3DH GNN 39 165 0 13 Sep 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 13 534 0 17 Apr 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding E. Mavroudi Divya Bhaskara S. Sefati Haider Ali René Vidal CML 32 27 0 29 Jan 2018
Skeleton-based Action Recognition with Convolutional Neural Networks Chong Li Qiaoyong Zhong Di Xie Shiliang Pu MedIm ViT 21 365 0 25 Apr 2017
Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn Bo Li Mingyi He Xuelian Cheng Huahui Chen Yuchao Dai MedIm 26 235 0 19 Apr 2017