Essays about: "Person Re-Identification"

Showing result 1 - 5 of 8 essays containing the words Person Re-Identification.

  1. 1. OSPREY: Person Re-Identification in the sport of Padel : Utilizing One-Shot Person Re-identification with locally aware transformers to improve tracking

    University essay from Jönköping University/Jönköping AI Lab (JAIL)

    Author : Måns Svensson; Jim Hult; [2022]
    Keywords : AI; Person Re-identification; Re-id; Transformer; Padel; Computer Vision; Transfer-learning; Deep Learning;

    Abstract : This thesis is concerned with the topic of person re-identification. Many tracking algorithms today cannot keep track of players reentering the scene from different angles and times. Therefore, in this thesis, current literature is explored to gather information about the topic, and a current state-of-the-art model is tested. READ MORE

  2. 2. 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. 3. Person Re-Identification in the wild : Evaluation and application for soccer games using Deep Learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Vasileios Karapoulios; [2021]
    Keywords : Person Re-Identification; ReID; Deep Learning; Embedding Network; Soccer; Grad-CAM;

    Abstract : Person Re-Identification (ReID) is the process of associating images of the same person taken from different angles, cameras and at different times. The task is very challenging as a slight change in the appearance of the person can cause troubles in identifying them. READ MORE

  4. 4. 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

  5. 5. Evaluation of Methods for Person Re-identification between Non-overlapping Surveillance Cameras

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Henrik Nilsson; [2021]
    Keywords : Person-återidentifiering; djupinlärning; maskininlärning; bildbehandling;

    Abstract : This thesis describes a comparison of several state-of-the-art methods used for re-identification of a person between several non-overlapping views captured by surveillance cameras. Since 2014, the focus of the area of person re-identification has been heavily oriented towards approaches employing the use of neural network due to the increase in performance shown from this approach. READ MORE