Essays about: "Point-based models"

Showing result 1 - 5 of 9 essays containing the words Point-based models.

  1. 1. Anchor-free object detection in surveillance applications

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Peter Magnusson; [2023]
    Keywords : computer vision; object detection; detector models; artificial neural networks; deep learning; detection precision; inference efficiency; surveillance applications; anchor-free detection; convolutional neural network; machine learning;

    Abstract : Computer vision object detection is the task of detecting and identifying objects present in an image or a video sequence. Models based on artificial convolutional neural networks are commonly used as detector models. Object detection precision and inference efficiency are crucial for surveillance-based applications. READ MORE

  3. 2. Robotics Approach in Mobile Laser Scanning : Generation of Georeferenced Point-based Forest Models

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

    Author : Tamas Faitli; [2023]
    Keywords : mobile laser scanning; rotating lidar; slam; real-time positioning; georeferencing; state estimation; lidar odometry; point-based forest model; forest harvester; forestry; mobil laserskanning; roterande lidar; slam; realtidspositionering; georeferens; tillståndsuppskattning; lidarodometri; punktbaserad skogsmodell; skogsskördare; skogsbruk;

    Abstract : A mobile laser scanning (MLS) system equipped with a lidar, inertial navigation system and satellite positioning can be used to reconstruct georeferenced point-based models of the surveyed environments. Ideal reconstruction requires accurate trajectories that are challenging to obtain in forests. READ MORE

  4. 3. Predicting forest strata from point clouds using geometric deep learning

    University essay from Jönköping University/JTH, Avdelningen för datavetenskap

    Author : Simon Arvidsson; Marcus Gullstrand; [2021]
    Keywords : Supervised learning; Learning to rank; Point-based models; Shape inference; PointNet; layering; layers; classification; ordingal; regression; forest agency; ranking; SLU; 3D; plots;

    Abstract : Introduction: Number of strata (NoS) is an informative descriptor of forest structure and is therefore useful in forest management. Collection of NoS as well as other forest properties is performed by fieldworkers and could benefit from automation. READ MORE

  5. 4. Parametric design and optimization of pipe bridges : Automating the design process in early stage of design

    University essay from KTH/Bro- och stålbyggnad

    Author : Andreas Granberg; Joel Wahlstein; [2020]
    Keywords : Parametric design; Optimization; Grasshopper; Wallacei; Pipe bridge; Master thesis; Genetic algorithm; Visual programming;

    Abstract : Parametric design can be used for structural design. This approach has someclear advantages compared to the conventional point-based approach using differentComputer Aided Design (CAD)-software, especially in early stage of design. READ MORE

  6. 5. Agile product development for integrated suppliers : A qualitative case study on the challenges of developing internal product development practices for an integrated supplier

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Linus Lindgren; [2020]
    Keywords : Supplier Integration; Agile Development; Product Development; Automotive Industry; Hybrid Models; Scrum; Stage-Gate; Agile Leadership; Leverantörsintegration; Agil Utveckling; Produktutveckling; Fordonsindustrin; Hybridmodeller; Scrum; Stage-Gate; Agilt Ledarskap;

    Abstract : Product development has become essential in today’s technology driven marketplace. Currently, pointbased models such as the stage-gate model are applied in practice of several incumbent firms in the automotive industry. READ MORE