Essays about: "Gesture Recognition"

Showing result 11 - 15 of 36 essays containing the words Gesture Recognition.

  1. 11. Modelling of Hand Gestures and Motions

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Erik Ingemarsson; [2019]
    Keywords : Radar; Gesture Recognition; Signal Processing; Technology and Engineering;

    Abstract : Measuring the radar response has proven to be a valid input for neural networks used for gesture and motion recognition. Previous work have been based on measuring the radar response of hand gestures, but it has been shown that models based on the analytic expressions for basic objects are useful when simulating larger motions, such as pedestrians. READ MORE

  3. 12. Creating Good User Experience in a Hand-Gesture-Based Augmented Reality Game

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Benny Lam; Jakob Nilsson; [2019]
    Keywords : AR; Hand gestures; Bare-hand interaction; HGR; Augmented reality; usability; user experience; Manomotion; ARKit; Visual Odometry; SLAM; VO; VIO; 3D gestural interaction; gesture recognition; gesture tracking; augmented environments; Förstärkt verklighet; 3D gestinteraktion; gestigenkänning; visuell odometri; Manomotion; ARKit;

    Abstract : The dissemination of new innovative technology requires feasibility and simplicity. The problem with marker-based augmented reality is similar to glove-based hand gesture recognition: they both require an additional component to function. READ MORE

  4. 13. Short Range Gesture Sensing and Classification Using Pulsed Millimeter-Wave Radar and Convolutional Neural Networks

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Hannes Dahlberg; Anton Evertsson; [2019]
    Keywords : Classification; convolutional neural network; gesture sensing; hand gesture recognition; machine learning; millimeter wave radar; pulsed radar; transfer-learning.; Technology and Engineering;

    Abstract : Human hand gestures present a novel way of interacting with electronic devices. A millimeter-wave radar setup utilizing a pulsed Resonant-Tunneling Diode signal generator in the 60 GHz ISM band is used to measure 12 different hand gestures. The data is used to train and validate Convolutional Neural Networks (CNNs). READ MORE

  5. 14. A Wavelet-Based Surface Electromyogram Feature Extraction for Hand Gesture Recognition

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Axel Forsberg; [2018]
    Keywords : ;

    Abstract : The research field of robotic prosthetic hands have expanded immensely in the last couple of decades and prostheses are in more commercial use than ever. Classification of hand gestures using sensory data from electromyographic signals in the forearm are primary for any advanced prosthetic hand. READ MORE

  6. 15. Distributed machine learning for embedded devices

    University essay from

    Author : Niclas Gyllsdorff; [2018]
    Keywords : ;

    Abstract : The goal of the master thesis is to investigate the feasibility ofhaving distributed machine learning on embedded devices and toanalyse how the architecture of such a system can look like. A systemis proposed which enables machine learning running on multipleembedded devices to communicate with an end application. READ MORE