Transactional Support for Visual Instance Search

Herwig Lejsek, Friðrik Heiðar Ásmundsson, Björn Thór Jónsson, Laurent Amsaleg

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

Abstrakt

This article addresses the issue of dynamicity and durability for scalable indexing of very large and rapidly growing collections of local features for visual instance retrieval. By extending the NV-tree, a scalable disk-based high-dimensional index, we show how to implement the ACID properties of transactions which ensure both dynamicity and durability. We present a detailed performance evaluation of the transactional NV- tree, showing that the insertion throughput is excellent despite the effort to enforce the ACID properties.
OriginalsprogEngelsk
TitelProceedings of the International Conference on Similarity Search and Applications (SISAP)
RedaktørerStéphane Marchand-Maillet, Yasin N. Silva, Edgar Chávez
UdgivelsesstedLima, Peru
ForlagSpringer
Publikationsdatookt. 2018
Sider73-86
ISBN (Elektronisk)978-3-030-02223-5
DOI
StatusUdgivet - okt. 2018
NavnLecture Notes in Computer Science
Vol/bind11223
ISSN0302-9743

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