Essays about: "Harris corner detection"

Showing result 1 - 5 of 8 essays containing the words Harris corner detection.

  1. 1. Automatic Detection of Structural Deformations in Batteries from Imaging data using Machine Learning : Exploring the potential of different approaches for efficient structural deformation detection

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

    Author : Maira Khan; [2023]
    Keywords : CT scan; electrode peaks; jelly roll; keypoints; structural deformation; traditional computer vision; deep neural network; CT-skanning; elektrodtoppar; gelérulle; nyckelpunkter; strukturell deformation; Traditionellt datorseende; djupt neuralt nätverk;

    Abstract : The increasing occurrence of structural deformations in the electrodes of the jelly roll has raised quality concerns during battery manufacturing, emphasizing the need to detect them automatically with the advanced techniques. This thesis aims to explore and provide two models based on traditional computer vision (CV) and deep neural network (DNN) techniques using computed tomography (CT) scan images of jelly rolls to ensure that the product is of high quality. READ MORE

  3. 2. Evaluation of FPGA Partial Reconfiguration : for real-time Vision applications

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

    Author : Guanghao Guo; [2020]
    Keywords : FPGA; Partial Reconfiguration; Embedded System; Computer Vision; High-Level Synthesis; FPGA; Partiell rekonfigurering; Inbyggda System; Datorvision; Högnivåsyntes;

    Abstract : The usage of programmable logic resources in Field Programmable Gate Arrays, also known as FPGAs, has increased a lot recently due to the complexity of the algorithms, especially for some computer vision algorithms. Due to this reason, sometimes the hardware resources in the FPGA are not sufficient. READ MORE

  4. 3. Investigating Memory Characteristics of Corner Detection Algorithms using Multi-core Architectures

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : André Sääf; Alvin Samuelsson; [2017]
    Keywords : Corner Detection; Memory Characteristics; Harris; SUSAN;

    Abstract : In this thesis, we have evaluated the memory characteristics and parallel behaviour of the SUSAN (Smallest Univalue Segment Assimilating Nucleus) and Harris corner detection algorithms. Our purpose is understanding how the memory affects the predictability of these algorithms and furthermore how we can use multi-core machines to improve the execution time of such algorithms. READ MORE

  5. 4. Implementing Object and Feature Detection Without Compromising the Performance

    University essay from Linköpings universitet/Programvara och system

    Author : Jonas Gerling; [2016]
    Keywords : ;

    Abstract : This thesis will cover how some computationally heavy algorithms used in digital image processing and computer vision are implemented with WebGL and computed on the graphics processing unit by utilizing GLSL-shaders. This thesis is based on an already implemented motion detection plug-in used in web based games. READ MORE

  6. 5. Fingerprint Matching - Hard Cases

    University essay from Lunds universitet/Matematik LTH

    Author : Alexander Karlsson; Johan Hagel; [2016]
    Keywords : Interest point; descriptor; matching; gray scale matcher; false reject rate.; Mathematics and Statistics;

    Abstract : Today fingerprint matching software is widely used in applications such as mobile phones. Software for enrollment and verification of fingerprints is usually designed to work for "good" fingerprints, meaning that the fingerprint matching algorithms use minutiae locations. READ MORE