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Agata Mosinska

2 accepted papers

2019

GLAMpoints: Greedily Learned Accurate Match Points

ICCV 2019accepted

We introduce a novel CNN-based feature point detector - Greedily Learned Accurate Match Points (GLAMpoints) - learned in a semi-supervised manner. Our detector extracts repeatable, stable interest points with a dense coverage, specifically designed to maximize the correct matching in a specific doma…

Cited by 86SourcePDFScholar
2018

Beyond the Pixel-Wise Loss for Topology-Aware Delineation

CVPR 2018poster

Delineation of curvilinear structures is an important problem in Computer Vision with multiple practical applications. With the advent of Deep Learning, many current approaches on automatic delineation have focused on finding more powerful deep architectures, but have continued using the habitual pi…

Cited by 301SourcePDFScholar