TPH-YOLOv5++: Boosting Object Detection on Drone-Captured Scenarios with Cross-Layer Asymmetric Transformer

TPH-YOLOv5++: Boosting Object Detection on Drone-Captured Scenarios with Cross-Layer Asymmetric Transformer

Object detection in drone-captured images is a popular task in recent years. As drones always navigate at different altitudes, the object scale varies considerably, which burdens the optimization of models. Moreover, high-speed and low-altitude flight cause motion blur on densely packed objects, whi...

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Bibliographic Details
Main Authors: Qi Zhao, Binghao Liu, Shuchang Lyu, Chunlei Wang, Hong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
object detection
drone
transformer
tiny object
high-density scene
Online Access:https://www.mdpi.com/2072-4292/15/6/1687

Internet

https://www.mdpi.com/2072-4292/15/6/1687

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