Sökning: "Homogrpahy"

Hittade 1 uppsats innehållade ordet Homogrpahy.

  1. 1. Re-recognition of vehicles for enhanced insights on road traffic

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Aron Asefaw; [2023]
    Nyckelord :Re-recognition; Computer Vision; LoFTR; Keypoints; SIFT; Transformers; Machine Learning; Homogrpahy; Deep Learning; SVM;

    Sammanfattning : This study investigates the performance of two keypoint detection algorithms, SIFTand LoFTR, for vehicle re-recognition on a 2+1 road in Täby, utilizing three differentmethods: proportion of matches, ”gates” based on the values of the features andSupport Vector Machines (SVM). Data was collected from four strategically placedcameras, with a subset of the data manually annotated and divided into training,validation, and testing sets to minimize overfitting and ensure generalization. LÄS MER