ImageSig: a signature transform for ultra-lightweight image recognition

This paper introduces a new lightweight method for image recognition. ImageSig is based on computing signatures and does not require a convolutional structure or an attention-based encoder. It is striking to the authors that it achieves: a) an accuracy for 64 X 64 RGB images that exceeds many of the...

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Detaylı Bibliyografya
Asıl Yazarlar: Ibrahim, MR, Lyons, T
Materyal Türü: Conference item
Dil:English
Baskı/Yayın Bilgisi: IEEE 2022