Search Results for author: Kangyi Wu

Found 4 papers, 3 papers with code

REGNav: Room Expert Guided Image-Goal Navigation

no code implementations15 Feb 2025 Pengna Li, Kangyi Wu, Jingwen Fu, Sanping Zhou

Most prior methods tackle this task by learning a navigation policy, which extracts visual features of goal and observation images, compares their similarity and predicts actions.

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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