Essays about: "object tracking"

Showing result 16 - 20 of 143 essays containing the words object tracking.

  1. 16. Deep Learning Pupil Center Localization

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

    Author : Johannes Deselaers; [2020]
    Keywords : ;

    Abstract : This project strives to achieve high performance object localization with Convolutional Neural Networks (CNNs) - in particular for pupil centers in the context of remote eye tracking systems. Three different network architectures suitable to the task are developed, evaluated and compared - one based on regression using fully connected layers, one Fully Convolutional Network and one Deconvolutional Network. READ MORE

  3. 17. Comparing CNN methods for detection and tracking of ships in satellite images

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Rickard Torén; [2020]
    Keywords : Faster R-CNN; SSD; FPN; object detection; tracking; AIS; ship; satellite image;

    Abstract : Knowing where ships are located is a key factor to support safe maritime transports, harbor management as well as preventing accidents and illegal activities at sea. Present international solutions for geopositioning in the maritime domain exist such as the Automatic Identification System (AIS). READ MORE

  4. 18. Deep Neural Network Compression for Object Detection and Uncertainty Quantification

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Mohammad Ahraz Asif; Georgios Tzelepis; [2019-11-21]
    Keywords : Deep Learning; Model Compression; Knowledge Distillation; Bayesian Deep Learning; Object Detection;

    Abstract : Neural networks have been notorious for being computational expensive. Their demand for hardware resources prohibits their extensive use in embedded devices and puts restrictions on tasks like real time tracking. READ MORE

  5. 19. Perceived physical presence in Mixed reality embodiment vs Augmented reality robot interaction

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

    Author : Kasper Karlgren; [2019]
    Keywords : Embodiment; Virtual agent; Robot interaction; Social presence;

    Abstract : This thesis presents a novel interaction model using mixed reality simulating a robot human interaction; a clay embodiment is overlaid with animated facial features using mobile augmented reality. One of the challenges when building a social agent, whether it is for education or solely social interaction, is to achieve social presence. READ MORE

  6. 20. Object Detection in Object Tracking System for Mobile Robot Application

    University essay from KTH/Matematisk statistik

    Author : Alessandro Foa'; [2019]
    Keywords : ;

    Abstract : This thesis work takes place at the Emerging Technologies department of Volvo Construction Equipment(CE), in the context of a larger project which involves several students. The focus is a mobile robot built by Volvo for testing some AI features such as Decision Making, Natural Language Processing, Speech Recognition, Object Detection. READ MORE