Deep Learning Based Human Activity Recognition Using Spatio-Temporal Image Formation of Skeleton Joints

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

Survey of pedestrian action recognition techniques for autonomous driving

(2020) Li Chen et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Human Action Recognition Using Bone Pair Descriptor and Distance Descriptor

(2020) Dawid Warchoł et al.   Symmetry-Basel

Lightweight Stacked Hourglass Network for Human Pose Estimation

(2020) Seung-Taek Kim et al.   Applied Sciences-Basel

Spatio–Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks

(2019) Huy Hieu Pham et al.   SENSORS

ConvNets-based action recognition from skeleton motion maps

(2019) Yanfang Chen et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Human action recognition from RGB-D data using complete local binary pattern

(2019) S. Arivazhagan et al.   Cognitive Systems Research

Skeleton Optical Spectra-Based Action Recognition Using Convolutional Neural Networks

(2018) Yonghong Hou et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Real-Time Action Recognition With Deeply Transferred Motion Vector CNNs

(2018) Bowen Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Improving bag-of-poses with semi-temporal pose descriptors for skeleton-based action recognition

(2018) Saeid Agahian et al.   VISUAL COMPUTER

Joint Distance Maps Based Action Recognition With Convolutional Neural Networks

(2017) Chuankun Li et al.   IEEE SIGNAL PROCESSING LETTERS

Discriminative Multi-instance Multitask Learning for 3D Action Recognition

(2017) Yanhua Yang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

3D skeleton-based human action classification: A survey

(2016) Liliana Lo Presti et al.   PATTERN RECOGNITION

Action Recognition From Depth Maps Using Deep Convolutional Neural Networks

(2016) Pichao Wang et al.   IEEE Transactions on Human-Machine Systems

Semantic human activity recognition: A literature review

(2015) Maryam Ziaeefard et al.   PATTERN RECOGNITION

Continuous Human Action Recognition Using Depth-MHI-HOG and a Spotter Model

(2015) Hyukmin Eum et al.   SENSORS

Unobtrusive Sensing and Wearable Devices for Health Informatics

(2014) Ya-Li Zheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Vision-Based System for Intelligent Monitoring: Human Behaviour Analysis and Privacy by Context

(2014) Alexandros Chaaraoui et al.   SENSORS

A Depth Video Sensor-Based Life-Logging Human Activity Recognition System for Elderly Care in Smart Indoor Environments

(2014) Ahmad Jalal et al.   SENSORS

Silhouette Analysis-Based Action Recognition Via Exploiting Human Poses

(2012) Di Wu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Speeded-Up Robust Features (SURF)

(2008) Herbert Bay et al.   COMPUTER VISION AND IMAGE UNDERSTANDING