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View-based 3-D Object Retrieval
book

View-based 3-D Object Retrieval

by Yue Gao, Qionghai Dai
December 2014
Beginner to intermediate content levelBeginner to intermediate
154 pages
4h 7m
English
Morgan Kaufmann
Content preview from View-based 3-D Object Retrieval
Chapter 6

Multiple-View Distance Metric

Abstract

The pairwise object distance measure based on multiple views is a basic component of 3-D object comparison. Distinct from traditional image matching, multiple views contain not only more information than single images but also the complex correlation among different views. Therefore, it is difficult to achieve a satisfactory performance by directly employing pairwise image distance measure in V3DOR. In this chapter, we introduce multiple-view distance metric for V3DOR, including the fundamental many-to-many distance metrics, the bipartite graph matching method, statistical matching methods, and the GMM-based method.

Keywords

Distance measure

3-D object comparison

Many-to-many matching

Bipartite ...

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Publisher Resources

ISBN: 9780128024195