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FSDN-DETR: Enhancing Fuzzy Systems Adapter with DeNoising Anchor Boxes for Transfer Learning in Small Object Detection

The advancement of Transformer models in computer vision has rapidly spurred numerous Transformer-based object detection approaches, such as DEtection TRansformer. Although DETR’s self-attention mechanism effectively captures the global context, it struggles with fine-grained detail detection, limit...

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Uloženo v:
Hlavní autoři: Zhijie Li, Jiahui Zhang, Yingjie Zhang, Dawei Yan, Xing Zhang, Marcin Woźniak, Wei Dong
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2025-01-01
Edice:Mathematics
Témata:
object detection
transformer
transfer learning
DEtection TRansformer
fuzzy system
adapter
On-line přístup:https://www.mdpi.com/2227-7390/13/2/287
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