Essays about: "Re-id"

Found 3 essays containing the word Re-id.

1. 1. Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization

   University essay from Lunds universitet/Matematik LTH

   Author : Björn Elwin; Anton Fredriksson; [2023]
   Keywords : Mathematics and Statistics;

   Abstract : In this master’s thesis we propose a DensePose-based person re-identification (re-ID) machine learning algorithm building upon previous research on this topic. DensePose, a deep neural network that performs human body part segmentation on images, forms the foundation of our approach. READ MORE

3. 2. 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

4. 3. 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