Essays about: "human activity recognition"

Showing result 1 - 5 of 49 essays containing the words human activity recognition.

  1. 1. Analysis of Data from a Smart Home Research Environment

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Patrik Guthenberg; [2022]
    Keywords : labeled datasets; activity recognition; fall detection; iMotions; WideFind; H2Al; kNN;

    Abstract : This thesis projects presents a system for gathering and using data in the context of a smarthome research enviroment. The system was developed at the Human Health and ActivityLaborty, H2Al, at Luleå University of Technology and consists of two distinct parts. First, a data export application that runs in the H2Al enviroment. READ MORE

  2. 2. Non-Bayesian Out-of-Distribution Detection Applied to CNN Architectures for Human Activity Recognition

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Serghei Socolovschi; [2022]
    Keywords : Human Activity Recognition; Deep Learning; Time Series; Uncertainty Estimation; Outofdistribution Detection; Convolutional Neural Network; Human Activity Recognition; Deep Learning; Tidsserie; Uppskattning av Osäkerheten; Outofdistribution Detection; Convolutional Neural Network;

    Abstract : Human Activity Recognition (HAR) field studies the application of artificial intelligence methods for the identification of activities performed by people. Many applications of HAR in healthcare and sports require the safety-critical performance of the predictive models. READ MORE

  3. 3. Characterization of the Hand Grasping Using Sensor Fusion

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Endre Yllö; [2022]
    Keywords : Human activity recognition; Convolutional neural network; Sensor fusion; Technology and Engineering;

    Abstract : This master`s thesis explores the possibility of constructing a device capable of classifying human arm movements while performing a set of common tasks. Intended for use on patients undergoing rehabilitation, the device collects data using multiple sensors and applies a convolutional neural network in order to detect different activities of daily living. READ MORE

  4. 4. Human Activity Recognition and Step Counter Using Smartphone Sensor Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Fredrik Jansson; Gustaf Sidén; [2022]
    Keywords : Human Activity Recognition; Step Counter; Smartphone Sensor Data; Accelerometer; Gyroscope; Random Forest.;

    Abstract : Human Activity Recognition (HAR) is a growing field of research concerned with classifying human activities from sensor data. Modern smartphones contain numerous sensors that could be used to identify the physical activities of the smartphone wearer, which could have applications in sectors such as healthcare, eldercare, and fitness. READ MORE

  5. 5. Step Counter and Activity Recognition Using Smartphone IMUs

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Israelsson; Max Strandell; [2022]
    Keywords : Step Counting; Human Activity Recognition; IMU; Smartphone;

    Abstract : Fitness tracking is a rapidly growing market as more people desire to take better control over their lives. And the growing availability of smartphones with sensitive sensors makes it possible for anyone to take part. READ MORE