AIE-YOLO: Auxiliary Information Enhanced YOLO for Small Object Detection

AIE-YOLO: Auxiliary Information Enhanced YOLO for Small Object Detection

Small object detection is one of the key challenges in the current computer vision field due to the low amount of information carried and the information loss caused by feature extraction. You Only Look Once v5 (YOLOv5) adopts the Path Aggregation Network to alleviate the problem of information loss...

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Bibliographic Details
Main Authors: Bingnan Yan, Jiaxin Li, Zhaozhao Yang, Xinpeng Zhang, Xiaolong Hao
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
small object detection
context enhancement
large receptive field
wavelet transform
multi-scale feature fusion
Online Access:https://www.mdpi.com/1424-8220/22/21/8221

Internet

https://www.mdpi.com/1424-8220/22/21/8221

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