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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Bibliographische Detailangaben
Hauptverfasser: Choi, Yehwan, Nguyen, Duy Linh, Vo, Xuan Thuy, Hyun Jo, Kang
Format: Bài viết
Sprache:English
Veröffentlicht: Springer Nature 2024
Schlagworte:
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
Online Zugang:https://elib.vku.udn.vn/handle/123456789/4294
https://doi.org/10.1007/978-3-031-74127-2_31
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