Essays about: "Re-identification"
Showing result 1 - 5 of 18 essays containing the word Re-identification.
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1. Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization
University essay from Lunds universitet/Matematik LTHAbstract : 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
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2. Application of anonymization techniques (k-anonymity, generalization, and suppression) on an employee database: Use case – Swedish municipality
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : This thesis explores data anonymization techniques within the context of a Swedish municipality with a focus on safeguarding data privacy, enhancement of decision-making, and assessing re-identification risks. The investigation, grounded in a literature review and an experimental study, employed the ARX anonymization tool on a sample municipality employee database. READ MORE
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3. Monitoring Activity Patterns In The Linnaean Botanical Gardens
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : The thesis aims at investigating and identifying people in two camera views as the same person and to establish communication, where two cameras will be placed in the different angle in Linnean Botanical Garden and the video is sent to the central station (PC). Then person-tracking and re-identification algorithms will be applied to track and identify whether it is the same person in the different camera views. READ MORE
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4. 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)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
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5. Pedestrian Multiple Object Tracking in Real-Time
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Multiple object tracking (MOT) is the task of detecting multiple objects in a scene and associating detections over time to form tracks. It is essential for many scene understanding tasks like surveillance, robotics and autonomous driving. READ MORE