Search Results for author: Zhigang Han

Found 3 papers, 3 papers with code

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification

1 code implementation22 Jan 2024 Chun Liu, Longwei Yang, Dongmei Dong, Zheng Li, Wei Yang, Zhigang Han, Jiayao Wang

However, observing the classification results of existing methods, we found that boundary patches corresponding to the pixels which are located at the boundary of the objects in the hyperspectral images, are hard to classify.

Classification Hyperspectral Image Classification

Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification

1 code implementation2 Nov 2023 Chun Liu, Longwei Yang, Zheng Li, Wei Yang, Zhigang Han, JianZhong Guo, Junyong Yu

In addition, it adopts a transformer based cross-attention learning module to learn the set-level sample relations and acquire the attention from query samples to support samples.

Classification Contrastive Learning +3

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