Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

Human Action ◽

Motion Prediction ◽

3D Skeleton ◽

Graph Neural Networks

Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments ◽

Skeleton geometric transformation for human action recognition using convolutional neural networks

10.1145/3389189.3397653 ◽

2020 ◽

Author(s):

Antonios Papadakis ◽

Ioannis Vernikos ◽

Eirini Mathe ◽

Evaggelos Spyrou

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action ◽

Geometric Transformation

2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) ◽

Multi-modal human action recognition using deep neural networks fusing image and inertial sensor data

10.1109/mfi.2017.8170441 ◽

2017 ◽

Cited By ~ 4

Author(s):

Inhwan Hwang ◽

Geonho Cha ◽

Songhwai Oh

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Deep Neural Networks ◽

Inertial Sensor ◽

Human Action ◽

Sensor Data

Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction

IEEE Transactions on Image Processing ◽

10.1109/tip.2021.3108708 ◽

2021 ◽

Vol 30 ◽

pp. 7760-7775

Author(s):

Maosen Li ◽

Siheng Chen ◽

Yangheng Zhao ◽

Ya Zhang ◽

Yanfeng Wang ◽

...

Keyword(s):

Neural Networks ◽

Motion Prediction ◽

Temporal Graph ◽

3D Skeleton ◽

Spatio Temporal ◽

Graph Neural Networks

HUMAN ACTION RECOGNITION FROM VIDEOS USING NEURAL NETWORKS

CHERKASY UNIVERSITY BULLETIN: APPLIED MATHEMATICS. INFORMATICS ◽

10.31651/2076-5886-2019-2-59-72 ◽

2020 ◽

pp. 59-72

Author(s):

Yana HONTARENKO ◽

◽

Nataliia KRASNOSHLYK ◽

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action

Human Action Recognition Using Action Bank Features and Convolutional Neural Networks

Computer Vision - ACCV 2014 Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-319-16628-5_24 ◽

2015 ◽

pp. 328-339

Author(s):

Earnest Paul Ijjina ◽

C. Krishna Mohan

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action

Kinematic joint descriptor and depth motion descriptor with convolutional neural networks for human action recognition

Materials Today Proceedings ◽

10.1016/j.matpr.2020.09.052 ◽

2020 ◽

Author(s):

S. Sandhya Rani ◽

G. Apparao Naidu ◽

V. Usha Shree

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action ◽

Motion Descriptor ◽

Kinematic Joint

Human action recognition using genetic algorithms and convolutional neural networks

Pattern Recognition ◽

10.1016/j.patcog.2016.01.012 ◽

2016 ◽

Vol 59 ◽

pp. 199-212 ◽

Cited By ~ 78

Author(s):

Earnest Paul Ijjina ◽

Krishna Mohan Chalavadi

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Action Recognition ◽

Human Action

Human action recognition based on motion capture information using fuzzy convolution neural networks

2015 Eighth International Conference on Advances in Pattern Recognition (ICAPR) ◽

10.1109/icapr.2015.7050706 ◽

2015 ◽

Cited By ~ 13

Author(s):

Earnest Paul Ijjina ◽

C Krishna Mohan

Keyword(s):

Neural Networks ◽

Motion Capture ◽

Action Recognition ◽

Human Action ◽

Convolution Neural Networks

Human Action Recognition based on 3D Convolution Neural Networks from RGBD Videos

WSCG 2018 - Poster papers proceedings ◽

10.24132/csrn.2018.2803.3 ◽

2018 ◽

Author(s):

Rawya Al-Akam ◽

Dietrich Paulus ◽

Darius Gharabaghi

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action ◽

Convolution Neural Networks

Joint learning of convolution neural networks for RGB-D-based human action recognition

Electronics Letters ◽

10.1049/el.2020.2148 ◽

2020 ◽

Vol 56 (21) ◽

pp. 1112-1115

Author(s):

Ziliang Ren ◽

Qieshi Zhang ◽

Piye Qiao ◽

Maolong Niu ◽

Xiangyang Gao ◽

...

Keyword(s):

Neural Networks ◽

Action Recognition ◽

Human Action ◽

Joint Learning ◽

Convolution Neural Networks