December 2014
Beginner to intermediate
154 pages
4h 7m
English
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 ...