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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Detalles Bibliográficos
Autores principales: Choi, Yehwan, Nguyen, Duy Linh, Vo, Xuan Thuy, Hyun Jo, Kang
Formato: Bài viết
Lenguaje:English
Publicado: Springer Nature 2024
Materias:
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
Acceso en línea:https://elib.vku.udn.vn/handle/123456789/4294
https://doi.org/10.1007/978-3-031-74127-2_31
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