Restricted Boltzmann Machine as an Aggregation Technique for Binary Descriptors

Szymon Sobczak; Rafał Kapela; Kevin McGuinness; Aleksandra Świetlicka; Dariusz Pazderski; Noel E. O&apos;Connor

doi:10.1007/s00371-019-01782-8

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Title

Restricted Boltzmann Machine as an Aggregation Technique for Binary Descriptors

Authors

Szymon Sobczak (WARiE) ^{[ 1 ][ D ]}
Rafał Kapela (WARiE) ^{[ 1 ][ 2.2 ][ P ]}
Kevin McGuinness
Aleksandra Świetlicka (WARiE) ^{[ 1 ][ 2.2 ][ P ]}
Dariusz Pazderski (WARiE) ^{[ 1 ][ 2.2 ][ P ]}
Noel E. O'Connor

^{[ 1 ]} Instytut Automatyki i Robotyki, Wydział Automatyki, Robotyki i Elektrotechniki, Politechnika Poznańska | ^{[ D ]} phd student | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2021

Published in

Visual Computer

Journal year: 2021 | Journal volume: vol. 37

Article type

scientific article

Publication language

english

Keywords

EN

restricted Boltzmann machine
image local binary descriptors
aggregation techniques of feature vectors

Date of online publication

11.12.2019

Pages (from - to)

423 - 432

DOI

10.1007/s00371-019-01782-8

URL

https://link.springer.com/article/10.1007%2Fs00371-019-01782-8

Ministry points / journal

70

Ministry points / journal in years 2017-2021

70

Impact Factor

2,835

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