Pedestrian Detection Algorithms using Shearlets

Pedestrian Detection Algorithms using Shearlets

In this thesis, we investigate the applicability of the shearlet transform for the task of pedestrian detection. Due to the usage of in several emerging technologies, such as automated or autonomous vehicles, pedestrian detection has evolved into a key topic of research in the last decade. In this t...

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Bibliographic Details
Main Author: Pfeifer, Lienhard
Contributors: Dahlke, Stephan (Prof. Dr.) (Thesis advisor)
Format: Doctoral Thesis
Language:English
Published: Philipps-Universität Marburg 2018
Subjects:
Shearlets
Machine Learning
Pedestrian Detection
Convolutional Neural Net
Mathematik
Computer Vision
Bildverarbeitung
Fußgängererkennung
Deep Learning
Artificial Intelligence
Künstliche Intelligenz
Image Processing
Mathematics
Online Access:PDF Full Text
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