Explicit embeddings for nearest neighbor search with Mercer kernels

DOI10.1007/s10851-015-0555-2zbMath1343.68266OpenAlexW2020672972MaRDI QIDQ890103

Patrick Pérez, Anthony Bourrier, Hervé Jégou, Florent Perronnin, Rémi Gribonval

Publication date: 9 November 2015

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://hal.inria.fr/hal-00722635v4/file/ee_ann_single.pdf

zbMATH Keywords

explicit embeddingsnearest neighbor searchMercer kernels

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10)

Uses Software

• SIFT
• ImageNet

Cites Work

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• On the Eigenspectrum of the Gram Matrix and the Generalization Error of Kernel-PCA
• Similarity estimation techniques from rounding algorithms
• Locality-sensitive hashing scheme based on p-stable distributions

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