On set distances and their application to image registration
In this paper we study set distances that are used in image processing. We propose a
generalization of Sum of minimal distances and show that its special case includes a Metric …
generalization of Sum of minimal distances and show that its special case includes a Metric …
A new set distance and its application to shape registration
We propose a new distance measure, called Complement weighted sum of minimal
distances, between finite sets in\mathbb Z^ n and evaluate its usefulness for shape …
distances, between finite sets in\mathbb Z^ n and evaluate its usefulness for shape …
A modified Hausdorff distance using edge gradient for robust object matching
ZQ Zhou, B Wang - … Conference on Image Analysis and Signal …, 2009 - ieeexplore.ieee.org
Conventional object matching algorithms based on Hausdorff distance mostly use edge
position information to compute distances. In this paper we represent an edge point using its …
position information to compute distances. In this paper we represent an edge point using its …
New Hausdorff distances based on robust statistics for comparing images
A Hausdorff distance (HD) is one of commonly used measures for object matching. It
calculates the distance between two point sets of edges in two-dimensional binary images …
calculates the distance between two point sets of edges in two-dimensional binary images …
Similarity measures in computer vision
M Boninsegna, M Rossi - Pattern Recognition Letters, 1994 - Elsevier
A similarity measure is needed in many Computer Vision problems. Although Euclidean
distance has traditionally been used, median distance was recently proposed as an …
distance has traditionally been used, median distance was recently proposed as an …
Pyramidal robust Hausdorff distance for object matching
This paper proposes two Hausdorff distance (HD) matching algorithms, in which robust HD
measures are implemented in pyramidal structures. By computer simulations, the matching …
measures are implemented in pyramidal structures. By computer simulations, the matching …
Image matching using distance transform
Image matching is an important task. There are many available methods for occluded image
matching, eg Hausdorff distance, Distance Transformi and wavelet decomposition based …
matching, eg Hausdorff distance, Distance Transformi and wavelet decomposition based …
A modified Hausdorff distance for object matching
MP Dubuisson, AK Jain - Proceedings of 12th international …, 1994 - ieeexplore.ieee.org
The purpose of object matching is to decide the similarity between two objects. This paper
introduces 24 possible distance measures based on the Hausdorff distance between two …
introduces 24 possible distance measures based on the Hausdorff distance between two …
Robust object matching using a modified version of the Hausdorff measure
Y Wang, G Baciu - International Journal of Image and Graphics, 2002 - World Scientific
The Hausdorff distance (HD) between planar sets of points is known to be an effective
measure for determining the degree of resemblance between binary images. In this paper …
measure for determining the degree of resemblance between binary images. In this paper …
Variational Registration of Multiple Images with the SVD Based Distance Measure
K Brehmer, HO Aggrawal, S Heldmann… - … Conference on Scale …, 2019 - Springer
Image registration, especially the quantification of image similarity, is an important task in
image processing. Various approaches for the comparison of two images are discussed in …
image processing. Various approaches for the comparison of two images are discussed in …