Is Repeatability an Unbiased Criterion for Ranking Feature Detectors?

DOI10.1137/15M1007732zbMath1343.68251MaRDI QIDQ3454502

Mauricio Delbracio, Ives Rey-Otero

Publication date: 25 November 2015

Published in: SIAM Journal on Imaging Sciences (Search for Journal in Brave)

zbMATH Keywords

performance evaluationimage matchingdescriptorsfeature detectorsscale invariant feature transform (SIFT)repeatability criteria

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Machine vision and scene understanding (68T45) Artificial intelligence for robotics (68T40)

Uses Software

• SIFT
• SURF
• BRISK
• SIFER

Cites Work

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• Coding images with local features
• SIFER: scale-invariant feature detector with error resilience
• Extracting meaningful curves from images
• Photographing Paintings by Image Fusion
• Computer Vision - ECCV 2004
• Evaluation of interest point detectors

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