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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 4

View Selection

Abstract

As introduced in the previous chapter, a large group of views not only provide rich information but also produce redundancy. To overcome this limitation for a given group of initial captured views, it is important to select representative views from a pool of views. The objective of view selection is to determine a small set of compact but discriminative views for 3-D object representation. Existing view selection methods can be generally divided into two categories: unsupervised methods and interactive methods. In unsupervised methods, a common procedure is to conduct view clustering to select representative views from each view cluster. Interactive methods, on the other hand, take into account user relevance ...

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Publisher Resources

ISBN: 9780128024195