Essays about: "Human motion classification"

Showing result 1 - 5 of 14 essays containing the words Human motion classification.

  1. 1. Multimodal Machine Learning in Human Motion Analysis

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

    Author : Jia Fu; [2022]
    Keywords : Multimodal machine learning; Modal fusion; Human motion classification; Multimodal maskininlärning; Modal fusion; Mänsklig rörelseklassificering;

    Abstract : Currently, most long-term human motion classification and prediction tasks are driven by spatio-temporal data of the human trunk. In addition, data with multiple modalities can change idiosyncratically with human motion, such as electromyography (EMG) of specific muscles and respiratory rhythm. READ MORE

  3. 2. Computer Vision in Fitness: Exercise Recognition and Repetition Counting

    University essay from KTH/Matematik (Avd.)

    Author : Anna Barysheva; [2022]
    Keywords : Exercise classification; human action recognition; repetition counting; skeletal motion recognition; unsupervised machine learning; Övningsklassificering; igenkänning av mänsklig handling; upprepningsräkning; igenkänning av skelettrörelse; oövervakad maskininlärning;

    Abstract : Motion classification and action localization have rapidly become essential tasks in computer vision and video analytics. In particular, Human Action Recognition (HAR), which has important applications in clinical assessments, activity monitoring, and sports performance evaluation, has drawn a lot of attention in research communities. READ MORE

  4. 3. Assessment of acute vestibular syndrome using deep learning : Classification based on head-eye positional data from a video head-impulse test

    University essay from Umeå universitet/Institutionen för strålningsvetenskaper; Umeå universitet/Institutionen för fysik

    Author : Hugo Johansson; [2021]
    Keywords : vHIT; Deep learning; Stroke; Vestibular Neuritis;

    Abstract : The field of medicine is always evolving and one step in this evolution is the use of decision support systems like artificial intelligence. These systems open the possibility to minimize human error in diagnostics as practitioners can use objective measurements and analysis to assist with the diagnosis. READ MORE

  5. 4. Edge Machine Learning for Wildlife Conservation : Detection of Poachers Using Camera Traps

    University essay from Linköpings universitet/Reglerteknik

    Author : Pontus Arnesson; Johan Forslund; [2021]
    Keywords : deep learning; ai; human detection; microcontroller; edge devices; camera trap; esp32;

    Abstract : This thesis presents how deep learning can be utilized for detecting humans ina wildlife setting using image classification. Two different solutions have beenimplemented where both of them use a camera-equipped microprocessor to cap-ture the images. READ MORE

  6. 5. Activity Recognition Using Supervised Machine Learning and GPS Sensors

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

    Author : Anna Gentek; [2020]
    Keywords : GPS; data acquisition; data processing; featureextraction; activity classification; pattern recognition; transit; public transportation;

    Abstract : Human Activity Recognition has become a popular research topic among data scientists. Over the years, multiple studies regarding humans and their daily motion habits have been investigated for many different purposes. READ MORE