Search Results for author: Qianxin Huang

Found 1 papers, 1 papers with code

Semantic-aware Representation Learning for Homography Estimation

1 code implementation18 Jul 2024 YuHan Liu, Qianxin Huang, Siqi Hui, Jingwen Fu, Sanping Zhou, Kangyi Wu, Pengna Li, Jinjun Wang

In our work, we seek another way to use the semantic information, that is semantic-aware feature representation learning framework. Based on this, we propose SRMatcher, a new detector-free feature matching method, which encourages the network to learn integrated semantic feature representation. Specifically, to capture precise and rich semantics, we leverage the capabilities of recently popularized vision foundation models (VFMs) trained on extensive datasets.

Homography Estimation Representation Learning

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