Essays about: "Person Re-Identification"

Showing result 6 - 10 of 11 essays containing the words Person Re-Identification.

1. 6. 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

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. 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

5. 9. Estimating Median Visiting Times using Re-identification

   University essay from Lunds universitet/Matematik LTH

   Author : Johan Rodhe; Gustaf Oxenstierna; [2018]
   Keywords : Machine learning; Computer vision; Image analysis; Re-identification; Deep learning; Mathematics and Statistics;

   Abstract : Using customer visiting times stores can analyse customer behaviour and gain insights to help improve the store experience. This thesis investigates the possibility of using person re-identification to create a system that can estimate the median visiting time. Neural networks were used to analyse images of persons from two different views. READ MORE

6. 10. Generation of Artificial Training Data for Deep Learning

   University essay from Lunds universitet/Matematik LTH

   Author : David Wessman; Pontus Andersson; [2018]
   Keywords : Artificial training data; deep learning; generative adversarial networks; large scale image generation; person re-identification.; Technology and Engineering;

   Abstract : Can artificial training data be used for deep learning applications in computer vision? We investigated this by building a framework that uses computer graphics to generate large quantities of images portraying humans. Generative Adversarial Networks (GANs) were used to bridge the gap in appearance between the generated and real images. READ MORE