Small Object Detection Without Attention for Aerial Surveillance

Small Object Detection Without Attention for Aerial Surveillance

Lecture Notes in Networks and Systems (LNNS,volume 882); The 13th Conference on Information Technology and Its Applications (CITA 2024) ; pp: 372-383.

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Hlavní autoři: Choi, Yehwan, Nguyen, Duy Linh, Vo, Xuan Thuy, Hyun Jo, Kang
Médium: Bài viết
Jazyk:English
Vydáno: Springer Nature 2024
Témata:
To improve the detection of small objects, we propose a network incorporating an element-wise multiplication module based on the vanilla Vision Transformer (ViT) architecture
However, traditional transformer models need significant computational resources, which may not be practical for edge devices like CCTV cameras or drones
On-line přístup:https://elib.vku.udn.vn/handle/123456789/4294
https://doi.org/10.1007/978-3-031-74127-2_31
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