Essays about: "tracking-by-detection"

Found 3 essays containing the word tracking-by-detection.

  1. 1. Evaluation of Multiple Object Tracking in Surveillance Video

    University essay from Linköpings universitet/Datorseende

    Author : Axel Nyström; [2019]
    Keywords : Multiple Object Tracking; Tracking-by-Detection; Object Detection; Object Tracking; Deep Learning;

    Abstract : Multiple object tracking is the process of assigning unique and consistent identities to objects throughout a video sequence. A popular approach to multiple object tracking, and object tracking in general, is to use a method called tracking-by-detection. READ MORE

  2. 2. Real-Time Multiple Object Tracking : A Study on the Importance of Speed

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

    Author : Samuel Murray; [2017]
    Keywords : multiple object tracking; tracking-by-detection;

    Abstract : Multiple object tracking consists of detecting and identifying objects in video. In some applications, such as robotics and surveillance, it is desired that the tracking is performed in real-time. This poses a challenge in that it requires the algorithm to run as fast as the frame-rate of the video. READ MORE

  3. 3. Visual Tracking

    University essay from Linköpings universitet/DatorseendeLinköpings universitet/Tekniska högskolan

    Author : Martin Danelljan; [2013]
    Keywords : Tracking; Computer Vision; Person Tracking; Object Detection; Deformable Parts Model; Rao- Blackwellized Particle Filter; Color Names;

    Abstract : Visual tracking is a classical computer vision problem with many important applications in areas such as robotics, surveillance and driver assistance. The task is to follow a target in an image sequence. The target can be any object of interest, for example a human, a car or a football. READ MORE