The Influence of Point Cloud Accuracy from Image Matching on Automatic Preparation of Training Datasets for Object Detection in UAV Images

The Influence of Point Cloud Accuracy from Image Matching on Automatic Preparation of Training Datasets for Object Detection in UAV Images

The dynamic development of deep learning methods in recent years has prompted the widespread application of these algorithms in the field of photogrammetry and remote sensing, especially in the areas of image recognition, classification, and object detection. Still, one of the biggest challenges in...

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Bibliographic Details
Main Authors: Paulina Zachar, Wojciech Ostrowski, Anna Płatek-Żak, Zdzisław Kurczyński
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
training datasets
object detection
deep learning
point clouds
oblique imagery
UAV
Online Access:https://www.mdpi.com/2220-9964/11/11/565

Internet

https://www.mdpi.com/2220-9964/11/11/565

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