Technologies for Human Activity Recognition

This cluster is dedicated to developing technologies that enable the recognition of human activities using various sensing modalities. It aims to improve the understanding of human behavior through data-driven approaches.

activity recognition
sensing technologies
behavior analysis
machine learning
sensor data
human behavior
video analysis

11,357 papers

Parent topic: Human-Robot Interaction and Motion

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Papers Over Time

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Top Papers

Recognizing Human Actions: A Local SVM Approach

2004 · 2,547 citations

Activity Recognition From User-Annotated Acceleration Data

2004 · 1,582 citations

ActivityNet: A Large-Scale Video Benchmark For Human Activity Understanding

2015 · 1,355 citations

Machine Recognition Of Human Activities: A Survey

2008 · 980 citations

Recognizing Human Action In Time-Sequential Images Using Hidden Markov Model

0 · 689 citations

Human Activity Classification Based On Micro-Doppler Signatures Using A Support Vector Machine

2009 · 671 citations

Convolutional Neural Networks For Human Activity Recognition Using Mobile Sensors

2014 · 568 citations

Human Activity Recognition On Smartphones Using A Multiclass Hardware-Friendly Support Vector Machine

2012 · 566 citations

A Comprehensive Study On Cross-View Gait Based Human Identification With Deep CNNs

2017 · 545 citations

LSTM-CNN Architecture For Human Activity Recognition

2020 · 538 citations

Human–computer Collaboration For Skin Cancer Recognition

2020 · 531 citations

Transition-Aware Human Activity Recognition Using Smartphones

2016 · 518 citations

Artificial Intelligence, Robotics, Advanced Technologies And Human Resource Management: A Systematic Review

2021 · 506 citations

A Robust Human Activity Recognition System Using Smartphone Sensors And Deep Learning

2018 · 493 citations

Window Size Impact In Human Activity Recognition

2014 · 491 citations

An End-to-End Spatio-Temporal Attention Model For Human Action Recognition From Skeleton Data

2017 · 484 citations

Identification Of Humans Using Gait

2004 · 450 citations

Smart Technology, Artificial Intelligence, Robotics, And Algorithms (STARA): Employees’ Perceptions Of Our Future Workplace

2017 · 446 citations

Deep Learning Models For Real-time Human Activity Recognition With Smartphones

2019 · 410 citations

Sensor-based And Vision-Based Human Activity Recognition: A Comprehensive Survey

2020 · 397 citations