Essays about: "Homography"

Showing result 1 - 5 of 17 essays containing the word Homography.

  1. 1. Improving embedded deep learning object detection by integrating infrared camera

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

    Author : George Punter; [2019]
    Keywords : ;

    Abstract : Deep learning is the current state-of-the-art for computer vision applications. FPGAs have a potential to fit this niche due to lower development costs and faster development cycles than ASICs, with a smaller size and power footprint than GPUs. READ MORE

  2. 2. Estimations of 3D velocities from a single camera view in ice hockey

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Beatrice Bjering; [2019]
    Keywords : Video analysis; Target tracking; Homography; Concussions; Ice hockey; Videoanalys; Målsökning; Homografi; Hjärnskakningar; Ishockey;

    Abstract : Ice hockey is a contact sport with a high risk of brain injuries such as concussions. This is a serious health concern and there is a need of better understanding of the relationship between the kinematics of the head and concussions. The velocity and the direction of impact are factors that might affect the severity of the concussions. READ MORE

  3. 3. On the effect of architecture on deep learning based features for homography estimation

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

    Author : Victor Ähdel; [2018]
    Keywords : Machine Learning; Deep Learning; Computer Vision; Keypoints; Interest Points; Features; Homography;

    Abstract : Keypoint detection and description is the first step of homography and essential matrix estimation, which in turn is used in Visual Odometry and Visual SLAM. This work explores the effect (in terms of speed and accuracy) of using different deep learning architectures for such keypoints. READ MORE

  4. 4. Homography Estimation using Deep Learning for Registering All-22 Football Video Frames

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Hampus Fristedt; [2017]
    Keywords : Deep learning; Convolutional neural network; homography;

    Abstract : Homography estimation is a fundamental task in many computer vision applications, but many techniques for estimation rely on complicated feature extraction pipelines. We extend research in direct homography estimation (i.e. without explicit feature extraction) by implementing a convolutional network capable of estimating homographies. READ MORE

  5. 5. Head-Up Display Perspective Correction Using Homography Transformation

    University essay from Lunds universitet/Matematik LTH

    Author : Alexander Wormbs; [2017]
    Keywords : Mathematics and Statistics;

    Abstract : The purpose of this project is to research the potential of applying mathematical methods in order to aid the development of robust Head-Up Display systems for automotive vehicles. If the vehicle detects an object and the Head-Up Display should overlay some information over that object, then the information has to be displayed at some position which depends on where the driver is looking from. READ MORE