Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval

Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval

The goal of this work is the computation of very compact binary hashes for image instance retrieval. Our approach has two novel contributions. The first one is Nested Invariance Pooling (NIP), a method inspired from i-theory, a mathematical theory for computing group invariant transformations with f...

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Bibliographic Details
Main Authors: Morère, Olivier, Lin, Jie, Veillard, Antoine, Duan, Ling-Yu, Chandrasekhar, Vijay, Poggio, Tomaso A
Other Authors: McGovern Institute for Brain Research at MIT. Center for Brains, Minds, and Machines
Format: Article
Published: Association for Computing Machinery (ACM) 2017
Online Access:http://hdl.handle.net/1721.1/112288
https://orcid.org/0000-0002-3944-0455

Internet

http://hdl.handle.net/1721.1/112288
https://orcid.org/0000-0002-3944-0455

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