Essays about: "gait recognition"

Found 5 essays containing the words gait recognition.

  1. 1. Gait recognition using Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Amanda Seger; [2022]
    Keywords : Deep learning; CNN; gait recognition;

    Abstract : Gait recognition is important for identifying suspects in criminal investigations. This study will study the potential of using models based on transfer learning for this purpose. Both supervised and unsupervised learning will be examined. READ MORE

  3. 2. Human Gait Phase Recognition in Embedded Sensor System

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

    Author : Zhenbang Liu; [2021]
    Keywords : State Inference; Gait Phases; Hidden Markov Model; Long Short Term Memory; Tillståndsinferens; gångfaser; Dold Markov modell; långtidsminne;

    Abstract : Gait analysis can improve our understanding of gait to improve medical diagnosis or treatment in clinical assessment. Studying the gait cycle in an embedded sensor system is essential for the detection of any abnormal walking pattern. READ MORE

  4. 3. Automatic Gait Recognition : using deep metric learning

    University essay from Linköpings universitet/Datorseende

    Author : Martin Persson; [2020]
    Keywords : Gait recognition; Computer vision;

    Abstract : Recent improvements in pose estimation has opened up the possibility of new areas of application. One of them is gait recognition, the task of identifying persons based on their unique style of walking, which is increasingly being recognized as an important method of biometric indentification. READ MORE

  5. 4. Development of Equine Gait Recognition Algorithm

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Mikael Maga; Sigrid Björnsdotter; [2017]
    Keywords : Activity Recognition - Gait Analysis - Horse Back Riding - Accelerometer - Gyroscope; Technology and Engineering;

    Abstract : Horseback riding is a sport enjoyed by people around the world. Many riders are interested in knowing exactly how much they have exercised their horse and how much time that have been spent in different gaits. The goal of this master's thesis was to develop an equine gait recognition algorithm. READ MORE

  6. 5. Inuence of Walking Surfaces and Speeds on Accelerometer-Based Gait Recognition

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Muhammad Muaaz; [2012]
    Keywords : ;

    Abstract : Identification and verification first line of defence of every secure system. Due to the advancement of technology and miniaturization, the use of mobile devices is highly increased since last decade. Nowadays, mobile phones are more powerful than the computers of early days of last decade. READ MORE