Action recognition

Temporal Convolutional Networks for Action Segmentation and Detection

Colin Lea, M. D. Flynn, Renè Vidal, Austin Reiter, Gregory D. Hager

Citations: 2028 • 2017

A survey of vision-based methods for action representation, segmentation and recognition

Daniel Weinland, Rémi Ronfard, Edmond Boyer

Citations: 1008 • 2010

Human action recognition using a temporal hierarchy of covariance descriptors on 3D joint locations

Mohamed E. Hussein, Marwan Torki, Mohammad Gowayyed, Motaz El-Saban

Citations: 532 • 2013

First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, Tae‐Kyun Kim

Citations: 511 • 2018

The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection

Mihai Zanfir, Marius Leordeanu, Cristian Sminchisescu

Citations: 451 • 2013

Segmental Spatiotemporal CNNs for Fine-Grained Action Segmentation

Colin Lea, Austin Reiter, Renè Vidal, Gregory D. Hager

Citations: 248 • 2016

A Review of Machine Learning and Deep Learning for Object Detection, Semantic Segmentation, and Human Action Recognition in Machine and Robotic Vision

Nikoleta Manakitsa, George S. Maraslidis, Lazaros Moysis, George F. Fragulis

Citations: 239 • 2024

Histogram of oriented displacements (HOD): describing trajectories of human joints for action recognition

Mohammad Gowayyed, Marwan Torki, Mohamed E. Hussein, Motaz El-Saban

Citations: 181 • 2013

A Comprehensive Review on Handcrafted and Learning-Based Action Representation Approaches for Human Activity Recognition

Allah Bux Sargano, Plamen Angelov, Zulfiqar Habib

Citations: 174 • 2017

Recent advances in video-based human action recognition using deep learning: A review

Di Wu, Nabin Sharma, Michael Blumenstein

Citations: 167 • 2017

Intelligent Human-Machine Interaction Based on Dynamic Bayesian Networks Probabilistic Intention Recognition

Karim A. Tahboub

Citations: 139 • 2006

Multimodal human action recognition in assistive human-robot interaction

Isidoros Rodomagoulakis, Nikolaos Kardaris, Vassilis Pitsikalis, Effrosyni Mavroudi, Athanasios Katsamanis, Antigoni Tsiami, Petros Maragos

Citations: 118 • 2016

Human Action Recognition by Learning Spatio-Temporal Features With Deep Neural Networks

Lei Wang, Yangyang Xu, Jun Cheng, Haiying Xia, Jianqin Yin, Jiaji Wu

Citations: 117 • 2018

Learning convolutional action primitives for fine-grained action recognition

Colin Lea, Renè Vidal, Gregory D. Hager

Citations: 116 • 2016

A resource conscious human action recognition framework using 26-layered deep convolutional neural network

Muhammad Attique Khan, Yudong Zhang, Sajid Ali Khan, Muhammad Attique, Amjad Rehman, Sanghyun Seo

Citations: 105 • 2020

3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children with Autism

Elisabeta Marinoiu, Mihai Zanfir, Vlad Olaru, Cristian Sminchisescu

Citations: 103 • 2018

Human Action Recognition Using Deep Learning Methods on Limited Sensory Data

Nilay Tüfek, Murat Yalcin, Mücahit Altıntaş, Fatma Kalaoğlu, Yi Li, Senem Kurşun Bahadır

Citations: 101 • 2019

Vision-Based Human Action Classification Using Adaptive Boosting Algorithm

Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine

Citations: 92 • 2018

A Survey of Human Action Analysis in HRI Applications

Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li

Citations: 89 • 2019

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition

Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei‐Shi Zheng

Citations: 77 • 2018