Essays about: "object tracking"

Showing result 11 - 15 of 143 essays containing the words object tracking.

  1. 11. Generic Object Tracking with NVIDIA Jetson Nano Using Siamese Convolutional Neural Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Alexander Selberg; [2020]
    Keywords : Convolutional Neural Networks; Deep Learning; Object Tracking; Machine Learning; Technology and Engineering;

    Abstract : In this thesis, a generic object tracker was constructed that was applied to both a commonly used tracking dataset using a regular computer as well as a robot powered by a small NVIDIA computer. The architecture of the tracker consisted of two parallel convolutional neural networks convolving to a single output. READ MORE

  3. 12. A tracking framework for a dynamic non- stationary environment

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

    Author : Sebastian Ståhl; [2020]
    Keywords : Object detection; tracking; geolocation; UAV; Yolov3; KCF.; Objektdetektering; spårning; lokalisering; drönare; Yolov3; KCF.;

    Abstract : As the use of unmanned aerial vehicles (UAVs) increases in popularity across the globe, their fields of application are constantly growing. This thesis researches the possibility of using a UAV to detect, track, and geolocate a target in a dynamic nonstationary environment as the seas. READ MORE

  4. 13. Comparing locking strategies in large highly mutable loose quadtrees

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

    Author : Per Nyberg; [2020]
    Keywords : ;

    Abstract : Using a quadtree to store points or geometrical shapes in two dimensional environments is a well tried-out approach shown to be able to provide both fast updates of the carried data as well as fast intersect-checks for a specified area. These are all useful abilities for a data structure when tracking, for instance, emergency vehicles for operator centrals. READ MORE

  5. 14. Edge Machine Learning for Animal Detection, Classification, and Tracking

    University essay from Linköpings universitet/Reglerteknik; Linköpings universitet/Reglerteknik

    Author : Amanda Tydén; Sara Olsson; [2020]
    Keywords : computer vision; object detection; object tracking; edge machine learning; animal detection;

    Abstract : A research field currently advancing is the use of machine learning on camera trap data, yet few explore deep learning for camera traps to be run in real-time. A camera trap has the purpose to capture images of bypassing animals and is traditionally based only on motion detection. READ MORE

  6. 15. Improved Data Association for Multi-Pedestrian Tracking Using Image Information

    University essay from Linköpings universitet/Datorseende

    Author : Frida Flodin; [2020]
    Keywords : Multi-pedestrian tracking; Feature extraction;

    Abstract : Multi-pedestrian tracking (MPT) is the task of localizing and following the trajectory of pedestrians in a sequence. Using an MPT algorithm is an important part in preventing pedestrian-vehicle collisions in Automated Driving (AD) and Advanced Driving Assistance Systems (ADAS). READ MORE