A modified Hausdorff distance for object matching

MP Dubuisson, AK Jain - Proceedings of 12th international …, 1994 - ieeexplore.ieee.org
… This paper introduces 24 possible distance measures based on the Hausdorff distance … of
distance measures based on the Hausdorff distance, the modified Hausdorff distance (MHD) is …

Comparing images using the Hausdorff distance

DP Huttenlocher, GA Klanderman… - IEEE Transactions on …, 1993 - ieeexplore.ieee.org
… In this paper, we are primarily interested in measuring the … Hausdorff distance as a function
of relative position, that is, for any group G, we define the minimum Hausdorff distance to be …

An efficient algorithm for calculating the exact Hausdorff distance

AA Taha, A Hanbury - IEEE transactions on pattern analysis …, 2015 - ieeexplore.ieee.org
… THE Hausdorff distance (HD) is a measure of dissimilarity … For example it is common to
use the Hausdorff distance in the … There are various types of measures used to compare two …

Mesh: Measuring errors between surfaces using the hausdorff distance

N Aspert, D Santa-Cruz… - … international conference on …, 2002 - ieeexplore.ieee.org
… the computation of the forward Hausdorff distance, ie d(M,M’), since the symmetrical distance
can be simply obtained from the computation of the forward and backward distances. The …

Extended Hausdorff distance for spatial objects in GIS

D Min, L Zhilin, C Xiaoyong - International Journal of Geographical …, 2007 - Taylor & Francis
… as follows: section 2 critically examines existing distance measures for spatial objects.
Section 3 introduces the Hausdorff distance as a distance measure for spatial objects. This …

A new Hausdorff distance for image matching

C Zhao, W Shi, Y Deng - Pattern Recognition Letters, 2005 - Elsevier
… operator, which measures the mismatch of the two sets. Although the Hausdorff distance is
of … The Hausdorff distance measures the extent to which each point of a ‘model’ set lies near …

On the Hausdorff distance used for the evaluation of segmentation results

M Beauchemin, KPB Thomson… - Canadian journal of …, 1998 - Taylor & Francis
… The measures based on the Hausdorff distance compare boundary points without … the
evaluation process, other measures may be required to complement the Hausdorff-based method. …

Locating objects using the Hausdorff distance

WJ Rucklidge - … of IEEE International Conference on Computer …, 1995 - ieeexplore.ieee.org
… The Hausdorff distance measures the mismatch between two sets (or portions of sets)
atjxed positions with respect to each other. We are interested in comparing models to images, …

Comparing face images using the modified Hausdorff distance

B Takacs - Pattern recognition, 1998 - Elsevier
… In particular, we propose a face similarity measure derived as a variant of the Hausdorff
distance by introducing the notion of a neighborhood function (N) and associated penalties (P). …

Using the averaged Hausdorff distance as a performance measure in evolutionary multiobjective optimization

O Schutze, X Esquivel, A Lara… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
… Based on these two indicators, we construct and discuss the averaged Hausdorff distance
∆p. In Section 4, we address the extension of the three performance measurements to the …