One-Stage Small Object Detection Using Super-Resolved Feature Map for Edge Devices

One-Stage Small Object Detection Using Super-Resolved Feature Map for Edge Devices

Despite the achievements of deep neural-network-based object detection, detecting small objects in low-resolution images remains a challenging task due to limited information. A possible solution to alleviate the issue involves integrating super-resolution (SR) techniques into object detectors, part...

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Bibliographic Details
Main Authors: Xuan Nghia Huynh, Gu Beom Jung, Jae Kyu Suhr
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Electronics
Subjects:
one-stage detector
super-resolution
small object detection
embedded system
edge device
Online Access:https://www.mdpi.com/2079-9292/13/2/409

Internet

https://www.mdpi.com/2079-9292/13/2/409

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