Essays about: "Gaze Estimation"

Showing result 1 - 5 of 16 essays containing the words Gaze Estimation.

  1. 1. 3D Gaze Estimation on RGB Images using Vision Transformers

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

    Author : Jing Li; [2023]
    Keywords : 3D Gaze Estimation; Vision Transformers ViTs ; Convolutional Neural Networks CNNs ; Multi-Head Attention; Red-Green-Blue RGB Images; 3D Blickriktningsestimering; Vision Transformers ViTs ; Konvolutionsneurala Nätverk CNNs ; Multi-Head Attention; Röd-Grön-Blå RGB Bilder;

    Abstract : Gaze estimation, a vital component in numerous applications such as humancomputer interaction, virtual reality, and driver monitoring systems, is the process of predicting the direction of an individual’s gaze. The predominant methods for gaze estimation can be broadly classified into intrusive and nonintrusive approaches. READ MORE

  3. 2. 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

  4. 3. Using pose estimation to support video annotation for linguistic use : Semi-automatic tooling to aid researchers

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

    Author : Gustav Gerholm; [2022]
    Keywords : MINT project; pose estimation; video annotating; HyperPose; 3D-distance approximation; MINT-projektet; poseuppskattning; videoannotering; HyperPose; uppskattning av 3d-sträcka;

    Abstract : Video annotating is a lengthy manual process. A previous research project, MINT, produced a few thousand videos of child-parent interactions in a controlled environment in order to study children’s language development. These videos were filmed across multiple sessions, tracking the same children from the age of 3 months to 7 years. READ MORE

  5. 4. 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

  6. 5. Implementation of a Mobile Device Eye-tracking System Using Augmented Reality

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

    Author : Moa Winberg; [2021]
    Keywords : Eye-tracking; Mobile device; Augmented Reality; ARKit; Swift; Gaze Estimation.;

    Abstract : Eye-tracking technology is used within various fields of research such as medicine, computer vision and psychology among others. Despite the many application areas and a growing interest, most eye-trackers rely on dedicated and expensive hardware to track eye movements on large monitors such as desktop displays. READ MORE