Human activity recognition adapted to the type of movement

Human motion recognition exploiting radar with stacked recurrent neural network

(2019) Mingyang Wang et al.   DIGITAL SIGNAL PROCESSING

Design and assessment of the data analysis process for a wrist-worn smart object to detect atomic activities in the smart home

(2019) Qin Ni et al.   Pervasive and Mobile Computing

Modelling of interactions for the recognition of activities in groups of people

(2018) Kyle Stephens et al.   DIGITAL SIGNAL PROCESSING

HuMAn: Complex Activity Recognition with Multi-modal Multi-positional Body Sensing

(2018) Pratool Bharti et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Probabilistic identification of sit-to-stand and stand-to-sit with a wearable sensor

(2018) Uriel Martinez-Hernandez et al.   PATTERN RECOGNITION LETTERS

Deep Recurrent Neural Networks for Human Activity Recognition

(2017) Abdulmajid Murad et al.   SENSORS

Adaptive sliding window segmentation for physical activity recognition using a single tri-axial accelerometer

(2017) Mohd Halim Mohd Noor et al.   Pervasive and Mobile Computing

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Frequency features and GMM-UBM approach for gait-based person identification using smartphone inertial signals

(2016) Rubén San-Segundo et al.   PATTERN RECOGNITION LETTERS

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Segmenting human activities based on HMMs using smartphone inertial sensors

(2016) Rubén San-Segundo et al.   Pervasive and Mobile Computing

High dimensional low sample size activity recognition using geometric classifiers

(2015) Muhammad Shahzad Cheema et al.   DIGITAL SIGNAL PROCESSING

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Window Size Impact in Human Activity Recognition

(2014) Oresti Banos et al.   SENSORS

Recognizing Daily and Sports Activities in Two Open Source Machine Learning Environments Using Body-Worn Sensor Units

(2013) B. Barshan et al.   COMPUTER JOURNAL