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Unmixing-Guided Convolutional Transformer for Spectral Reconstruction

Deep learning networks based on CNNs or transformers have made progress in spectral reconstruction (SR). However, many methods focus solely on feature extraction, overlooking the interpretability of network design. Additionally, models exclusively based on CNNs or transformers may lose other prior i...

Deskribapen osoa

Gorde:
Egile Nagusiak: Shiyao Duan, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI AG 2023-05-01
Saila:Remote Sensing
Gaiak:
spectral reconstruction
convolutional transformer
hyperspectral unmixing
multi-head self-attention
hyperspectral image
Sarrera elektronikoa:https://www.mdpi.com/2072-4292/15/10/2619
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