Compositional compression of deep image features using stacked quantizers

In computer vision, it is common for image representations to be stored as high-dimensional real-valued vectors. In many computer vision applications, such as retrieval, classification, registration and reconstruction, the computational bottleneck arises in a process known as feature matching, where...

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Bibliographic Details
Main Author: Martinez-Covarrubias, Julieta
Language:English
Published: University of British Columbia 2014
Online Access:http://hdl.handle.net/2429/51511