Essays about: "Multi-Object tracking"

Showing result 6 - 10 of 13 essays containing the words Multi-Object tracking.

  1. 6. Pedestrian Tracking by using Deep Neural Networks

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

    Author : Zeng Peng; [2021]
    Keywords : Deep Learning; Computer Vision; Multiple Object Tracking; Person Re- Identification; Object Detection;

    Abstract : This project aims at using deep learning to solve the pedestrian tracking problem for Autonomous driving usage. The research area is in the domain of computer vision and deep learning. Multi-Object Tracking (MOT) aims at tracking multiple targets simultaneously in a video data. READ MORE

  3. 7. Pedestrian Multiple Object Tracking  Using Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Uvais Karni Mohideen Meera Sha; [2021]
    Keywords : ;

    Abstract : In this thesis, the aim is to examine the viability of Deep Neural  Network (DNN) based Multi-Object Tracking approaches for tracking  pedestrians. The tracking results are used for Autonomous Driver Assistance System (ADAS). The process of tracking multiple agents  across video is termed as Multiple Object Tracking (MOT). READ MORE

  4. 8. Multi-Object Tracking in a Camera Network: Cooperation between the components

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Felix Lundström; [2021]
    Keywords : Technology and Engineering;

    Abstract : .... READ MORE

  5. 9. 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

  6. 10. Multi-Camera People Detection and Tracking

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

    Author : Chuting Zhu; [2019]
    Keywords : ;

    Abstract : Pedestrian detection and tracking are essential problems in the field of computer vision, having a wide range of applications in surveillance, security, autonomous driving and robotics areas. Although people detection and tracking are generally considered widely-used technologies currently, however, occlusions still remain a major challenge. READ MORE