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Erratum to: Efficient HEVC to H.264/AVC Transcoding with Fast Intra Mode Decision Read chapter Read first chapter

2013 | OriginalPaper | Chapter

Evaluation of Product Quantization for Image Search

Authors : Wei-Ta Chu, Chun-Chang Huang, Jen-Yu Yu

Published in: Advances in Multimedia Modeling

Publisher: Springer Berlin Heidelberg

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Product quantization is an effective quantization scheme, with that a high-dimensional space is decomposed into a Cartesian product of low-dimensional subspaces, and quantization in different subspaces is conducted separately. We briefly discuss the factors for designing a product quantizer, and then design experiments to comprehensively investigate how these factors influence performance of image search. By this evaluation we reveal design principles that have not been well investigated before.

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previous chapter A Low-Complexity Quantization-Domain H.264/SVC to H.264/AVC Transcoder with Medium-Grain Quality Scalability
next chapter Rate-Quantization and Distortion-Quantization Models of Dead-Zone Plus Uniform Threshold Scalar Quantizers for Generalized Gaussian Random Variables
Metadata
Title
Evaluation of Product Quantization for Image Search
Authors
Wei-Ta Chu
Chun-Chang Huang
Jen-Yu Yu
Copyright Year
2013
Publisher
Springer Berlin Heidelberg
Book
Advances in Multimedia Modeling

Print ISBN: 978-3-642-35724-4

Electronic ISBN: 978-3-642-35725-1

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-3-642-35725-1_32