Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs

A multisource fusion framework driven by user-defined knowledge for egocentric activity recognition

(2019) Haibin Yu et al.   EURASIP Journal on Advances in Signal Processing

Depth Maps-Based Human Segmentation and Action Recognition Using Full-Body Plus Body Color Cues Via Recognizer Engine

(2019) Ahmad Jalal et al.   Journal of Electrical Engineering & Technology

Multi-view stacking for activity recognition with sound and accelerometer data

(2018) Enrique Garcia-Ceja et al.   Information Fusion

Inertial/magnetic sensors based pedestrian dead reckoning by means of multi-sensor fusion

(2018) Sen Qiu et al.   Information Fusion

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

(2018) Rao Muhammad Anwer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Human Activity Recognition from Body Sensor Data using Deep Learning

(2018) Mohammad Mehedi Hassan et al.   JOURNAL OF MEDICAL SYSTEMS

GCHAR: An efficient Group-based Context—aware human activity recognition on smartphone

(2018) Liang Cao et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

A Sensor Fusion Approach to Indoor Human Localization Based on Environmental and Wearable Sensors

(2018) Minh Pham et al.   IEEE Transactions on Automation Science and Engineering

A Multisensor Multiclassifier Hierarchical Fusion Model Based on Entropy Weight for Human Activity Recognition Using Wearable Inertial Sensors

(2018) Ming Guo et al.   IEEE Transactions on Human-Machine Systems

Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions

(2018) Henry Friday Nweke et al.   Information Fusion

Cloud-Supported Cyber–Physical Localization Framework for Patients Monitoring

(2017) M. Shamim Hossain   IEEE Systems Journal

IMU-Based Gait Recognition Using Convolutional Neural Networks and Multi-Sensor Fusion

(2017) Omid Dehzangi et al.   SENSORS

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Online human movement classification using wrist-worn wireless sensors

(2017) Peter Sarcevic et al.   Journal of Ambient Intelligence and Humanized Computing

Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors

(2016) Muhammad Shoaib et al.   SENSORS

Learning Human Identity From Motion Patterns

(2016) Natalia Neverova et al.   IEEE Access

On the use of ensemble of classifiers for accelerometer-based activity recognition

(2015) Cagatay Catal et al.   APPLIED SOFT COMPUTING

Smartphone-based activity recognition independent of device orientation and placement

(2015) Haodong Guo et al.   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

Human activity recognition using quasiperiodic time series collected from a single tri-axial accelerometer

(2015) Andrey D. Ignatov et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Survey of Online Activity Recognition Using Mobile Phones

(2015) Muhammad Shoaib et al.   SENSORS

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

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

(2014) Piyush Gupta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Realtime Recognition of Complex Human Daily Activities Using Human Motion and Location Data

(2012) Chun Zhu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition

(2012) Oresti Banos et al.   SENSORS

Multisensor data fusion: A review of the state-of-the-art

(2011) Bahador Khaleghi et al.   Information Fusion

Centinela: A human activity recognition system based on acceleration and vital sign data

(2011) Óscar D. Lara et al.   Pervasive and Mobile Computing

Multimodal Physical Activity Recognition by Fusing Temporal and Cepstral Information

(2010) Ming Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING