Cargando…
Influence of Insufficient Dataset Augmentation on IoU and Detection Threshold in CNN Training for Object Detection on Aerial Images
The objects and events detection tasks are being performed progressively often by robotic systems like unmanned aerial vehicles (UAV) or unmanned surface vehicles (USV). Autonomous operations and intelligent sensing are becoming standard in numerous scenarios such as supervision or even search and r...
Autores principales: | Bożko, Arkadiusz, Ambroziak, Leszek |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740240/ https://www.ncbi.nlm.nih.gov/pubmed/36501781 http://dx.doi.org/10.3390/s22239080 |
Ejemplares similares
-
Object Detection for UAV Aerial Scenarios Based on Vectorized IOU
por: Lu, Shun, et al.
Publicado: (2023) -
IoU Regression with H+L-Sampling for Accurate Detection Confidence
por: Wang, Dong, et al.
Publicado: (2021) -
Adaptive IoU Thresholding for Improving Small Object Detection: A Proof-of-Concept Study of Hand Erosions Classification of Patients with Rheumatic Arthritis on X-ray Images
por: Radke, Karl Ludger, et al.
Publicado: (2022) -
Corner-Point and Foreground-Area IoU Loss: Better Localization of Small Objects in Bounding Box Regression
por: Cai, Delong, et al.
Publicado: (2023) -
PAC-Net: Multi-pathway FPN with position attention guided connections and vertex distance IoU for 3D medical image detection
por: Xu, Zhenghua, et al.
Publicado: (2023)