Size functions for shape recognition in the presence of occlusions

Di Fabio, Barbara ; Landi, Claudia (2009) Size functions for shape recognition in the presence of occlusions. p. 30. DOI 10.6092/unibo/amsacta/2624.
Warning

There is another version of this document. Click here to view it.

Full text available as:
[thumbnail of mv_DiFabioLandi.pdf]
Preview
PDF
Download (1MB) | Preview

Abstract

In Computer Vision the ability to recognize objects in the presence of occlusions is a necessary requirement for any shape representation method. In this paper we investigate how the size function of an object shape changes when a portion of the object is occluded by another object. More precisely, considering a set $X=A\cup B$ and a measuring function $\varphi$ on $X$, we establish a condition so that $\ell_{(X,\varphi)}=\ell_{(A,\varphi|_A)}+\ell_{(B,\varphi|_B)}-\ell_{(A\cap B,\varphi|_{A\cap B})}$. The main tool we use is the Mayer-Vietoris sequence of \v{C}ech homology groups. This result allows us to prove that size functions are able to detect partial matching between shapes by showing a common subset of cornerpoints.

Abstract
Document type
Monograph (Technical Report)
Creators
CreatorsAffiliationORCID
Di Fabio, Barbara
Landi, Claudia
Additional Information
MSC (2000): 55N05, 68U05
Keywords
\v{C}ech homology, Mayer-Vietoris sequence, persistent homology, shape occlusion
Subjects
DOI
Deposit date
22 Sep 2009 07:44
Last modified
16 May 2011 12:11
URI

Other metadata

Available versions of this document

This work may be freely consulted and used, may be reproduced on a permanent basis in a digital format (i.e. saving) and can be printed on paper with own personal equipment (without availing of third -parties services), for strictly and exclusively personal, research or teaching purposes, with express exclusion of any direct or indirect commercial use, unless otherwise expressly agreed between the user and the author or the right holder. It is also allowed, for the same purposes mentioned above, the retransmission via telecommunication network, the distribution or sending in any form of the work, including the personal redirection (e-mail), provided it is always clearly indicated the complete link to the page of the Alma DL Site in which the work is displayed. All other rights are reserved.

Downloads

Downloads

Staff only: View the document

^