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Mateusz Koziński

2 accepted papers

2020

Towards Reliable Evaluation of Algorithms for Road Network Reconstruction from Aerial Images

ECCV 2020poster

Existing connectivity-oriented performance measures rank road delineation algorithms inconsistently, which makes it difficult to decide which one is best for a given application. We show that these inconsistencies stem from design flaws that make the metrics insensitive to whole classes of errors. T…

Cited by 10SourcePDFScholar
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