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Showing result 1 - 5 of 8 essays matching the above criteria.

  1. 1. 3D Gaze Estimation on Near Infrared Images Using Vision Transformers

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

    Author : Emil Emir Vardar; [2023]
    Keywords : Gaze estimation; Eye tracking; Vision Transformers ViTs ; Hybrid ViTs; Deep learning; Near-infrared NIR images; Ögonblicksuppskattning; Blickspårning; Vision Transformers ViTs ; Hybrida ViTs; Djupinlärning; Nära-infraröda NIR bilder;

    Abstract : Gaze estimation is the process of determining where a person is looking, which has recently become a popular research area due to its broad range of applications. For example, tools that estimate gaze are used for research, medical diagnosis, virtual and augmented reality, driver assistance system, and many more. READ MORE

  3. 2. Evaluating Generated Co-Speech Gestures of Embodied Conversational Agent(ECA) through Real-Time Interaction

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

    Author : Yuan He; [2022]
    Keywords : Embodied Conversational Agent ECA ; User Study; Evaluation Instrument; Gesture Generation; Gaze-tracking; Förkroppsligad konversationsagent ECA ; Användarstudie; Utvärderingsinstrument; Generering av gester; Spårning av blickar;

    Abstract : Embodied Conversational Agents (ECAs)’ gestures can enhance human perception in many dimensions during interactions. In recent years, data-driven gesture generation approaches for ECAs have attracted considerable research attention and effort, and methods have been continuously optimized. READ MORE

  4. 3. Gaze tracking using Recurrent Neural Networks : Hardware agnostic gaze estimation using temporal features, synthetic data and a geometric model

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

    Author : Fredrik Malmberg; [2022]
    Keywords : Gaze Tracking; Eye Tracking; Computer Vision; Transfer Learning; Synthetic Data; Domain Adaptation; Sequential Models; Blickspårning; Ögonspårning; Datorseende; Transfer Learning; Syntetisk Data; Domain Adaptation; Sekventiella Modeller;

    Abstract : Vision is an important tool for us humans and significant effort has been put into creating solutions that let us measure how we use it. Most common among the techniques to measure gaze direction is to use specialised hardware such as infrared eye trackers. READ MORE

  5. 4. Optimizing web camera based eye tracking system : An investigating of the effect of network pruning and image resolution

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

    Author : Olle Svensson; [2021]
    Keywords : Neural network; deep learning; eye tracking; pruning; computer vision; optimization; Neurala nätvärk; djup inlärning; blickspårning; beskärning; datorseende; optimering;

    Abstract : Deep learning has opened new doors to things that were only imaginable before. When it comes to eye tracking, the advances in deep learning have made it possible to predict gaze using the integrated camera that most mobile and desktop devices have nowadays. READ MORE

  6. 5. Analysis of Eye Tracking Data from Parkinson’s Patients using Machine Learning

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

    Author : Lucas Höglund; [2021]
    Keywords : Autoencoder; Clustering; Eye tracking; Feature extraction; Feature selection; Machine learning; Parkinson’s disease.; Autokodare; Klustring; Blickspårning; Särdragsextraktion; Särdragsidentifikation; Maskininlärning; Parkinsons sjukdom.;

    Abstract : Parkinson’s disease is a brain disorder associated with reduced dopamine levels in the brain, affecting cognition and motor control in the human brain. One of the motor controls that can be affected is eye movements and can therefore be critically affected in patients with Parkinson’s disease. READ MORE