Essays about: "Occlusion Handling"

Showing result 1 - 5 of 11 essays containing the words Occlusion Handling.

  1. 1. Object Recognition and Tracking of Bolts: A Comparative Analysis of CNN Models and Computer Vision Techniques : A Comparison of CNN Models and Tracking Algorithms

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

    Author : Serhat Bulun; [2023]
    Keywords : ;

    Abstract : The newer generation industry 4.0 focuses on development of both flexibility and autonomy for power tools used by companies in different mechanical areas and assembly lines. One area for automation is the application of computer vision in power tools to detect, identify and track bolts. READ MORE

  3. 2. 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

  4. 3. Handling Occlusion using Trajectory Prediction in Autonomous Vehicles

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Mattias Ljung; Bence Nagy; [2022]
    Keywords : occlusion prediction; trajectory prediction; computer vision; machine learning; autonomous driving; LSTM; motion models; graph attention pooling; ethucy; nuscenes;

    Abstract : Occlusion is a frequently occuring challenge in vision systems for autonomous driving. The density of objects in the field-of-view of the vehicle may be so high that some objects are only visible intermittently. It is therefore beneficial to investigate ways to predict the paths of objects under occlusion. READ MORE

  5. 4. En intervjustudie med fokus på funktionalitet samt utveckling av perifer venkateter kopplat till infusioner inom smådjurssjukvården : innehållande en första utvärdering av produkten ReLink®

    University essay from SLU/Dept. of Clinical Sciences

    Author : Annika Vinnå; Sara Dahl; [2021]
    Keywords : backventil; infusion; intervjustudie; komplikationer; perifer venkateter; PVK; ReLink®;

    Abstract : Det är vanligt att perifer venkateter (PVK) används på patienter i stationärvård inom djursjukvården och syftet med denna studie var att undersöka vilka problem som upplevs vid användning av PVK. Även vilka för- och nackdelar som upplevs med de kopplingar mellan PVK och intravenösa infusioner som används idag samt om det kan finnas ett behov av en annan typ av koppling undersöktes. READ MORE

  6. 5. 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