Essays about: "Discriminative Correlation Filters"

Found 3 essays containing the words Discriminative Correlation Filters.

  1. 1. Visual Tracking Using Stereo Images

    University essay from Linköpings universitet/Datorseende

    Author : Carl Dehlin; [2019]
    Keywords : Visual Tracking; Stereo Vision; DCF; Discriminative Correlation Filters;

    Abstract : Visual tracking concerns the problem of following an arbitrary object in a video sequence. In this thesis, we examine how to use stereo images to extend existing visual tracking algorithms, which methods exists to obtain information from stereo images, and how the results change as the parameters to each tracker vary. READ MORE

  2. 2. Visual Tracking with Deformable Continuous Convolution Operators

    University essay from Linköpings universitet/Datorseende

    Author : Joakim Johnander; [2017]
    Keywords : Visual Tracking; Discriminative Correlation Filters; DCF; Deformable Filters; Computer Vision; Filter Optimization;

    Abstract : Visual Object Tracking is the computer vision problem of estimating a target trajectory in a video given only its initial state. A visual tracker often acts as a component in the intelligent vision systems seen in for instance surveillance, autonomous vehicles or robots, and unmanned aerial vehicles. READ MORE

  3. 3. Improving Discriminative Correlation Filters for Visual Tracking

    University essay from Linköpings universitet/Datorseende

    Author : Gustav Häger; [2015]
    Keywords : Tracking; Computer vision;

    Abstract : Generic visual tracking is one of the classical problems in computer vision. In this problem, no prior knowledge of the target is available aside from a bounding box in the initial frame of the sequence. READ MORE