Object Detection in Aerial Images Using a Multiscale Keypoint Detection Network

Object Detection in Aerial Images Using a Multiscale Keypoint Detection Network

Automatic object detection in aerial imagery is being increasingly adopted in many applications, such as traffic monitoring, smart cities, and disaster assistance. In keypoint-based detectors, the prediction modules are usually generated from a fixed feature map scale. This configuration significant...

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Bibliographic Details
Main Authors: Jinhe Su, JiaJia Liao, Dujuan Gu, Zongyue Wang, Guorong Cai
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention network
convolutional neural networks (CNNs)
loss functions
object detection
unmanned aerial vehicles
Online Access:https://ieeexplore.ieee.org/document/9293352/

Internet

https://ieeexplore.ieee.org/document/9293352/

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