Search Results for author: Zewen Zheng

Found 1 papers, 1 papers with code

Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation

1 code implementation12 May 2023 Zewen Zheng, Guoheng Huang, Xiaochen Yuan, Chi-Man Pun, Hongrui Liu, Wing-Kuen Ling

In this paper, we introduce a quaternion perspective on correlation learning and propose a novel Quaternion-valued Correlation Learning Network (QCLNet), with the aim to alleviate the computational burden of high-dimensional correlation tensor and explore internal latent interaction between query and support images by leveraging operations defined by the established quaternion algebra.

Few-Shot Semantic Segmentation Semantic Segmentation

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