|
|
|
|
| LEADER |
01000naa a22002652 4500 |
| 001 |
NLM229250750 |
| 003 |
DE-627 |
| 005 |
20231224081736.0 |
| 007 |
cr uuu---uuuuu |
| 008 |
231224s2013 xx |||||o 00| ||eng c |
| 024 |
7 |
|
|a 10.1109/TIP.2013.2272515
|2 doi
|
| 028 |
5 |
2 |
|a pubmed24n0764.xml
|
| 035 |
|
|
|a (DE-627)NLM229250750
|
| 035 |
|
|
|a (NLM)23864204
|
| 040 |
|
|
|a DE-627
|b ger
|c DE-627
|e rakwb
|
| 041 |
|
|
|a eng
|
| 100 |
1 |
|
|a Roux, Stéphane G
|e verfasserin
|4 aut
|
| 245 |
1 |
0 |
|a Self-similar anisotropic texture analysis
|b the hyperbolic wavelet transform contribution
|
| 264 |
|
1 |
|c 2013
|
| 336 |
|
|
|a Text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a ƒaComputermedien
|b c
|2 rdamedia
|
| 338 |
|
|
|a ƒa Online-Ressource
|b cr
|2 rdacarrier
|
| 500 |
|
|
|a Date Completed 14.04.2014
|
| 500 |
|
|
|a Date Revised 19.09.2013
|
| 500 |
|
|
|a published: Print-Electronic
|
| 500 |
|
|
|a Citation Status MEDLINE
|
| 520 |
|
|
|a Textures in images can often be well modeled using self-similar processes while they may simultaneously display anisotropy. The present contribution thus aims at studying jointly selfsimilarity and anisotropy by focusing on a specific classical class of Gaussian anisotropic selfsimilar processes. It will be first shown that accurate joint estimates of the anisotropy and selfsimilarity parameters are performed by replacing the standard 2D-discrete wavelet transform with the hyperbolic wavelet transform, which permits the use of different dilation factors along the horizontal and vertical axes. Defining anisotropy requires a reference direction that needs not a priori match the horizontal and vertical axes according to which the images are digitized; this discrepancy defines a rotation angle. Second, we show that this rotation angle can be jointly estimated. Third, a nonparametric bootstrap based procedure is described, which provides confidence intervals in addition to the estimates themselves and enables us to construct an isotropy test procedure, which can be applied to a single texture image. Fourth, the robustness and versatility of the proposed analysis are illustrated by being applied to a large variety of different isotropic and anisotropic self-similar fields. As an illustration, we show that a true anisotropy built-in self-similarity can be disentangled from an isotropic self-similarity to which an anisotropic trend has been superimposed
|
| 650 |
|
4 |
|a Journal Article
|
| 700 |
1 |
|
|a Clausel, Marianne
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Vedel, Béatrice
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Jaffard, Stéphane
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Abry, Patrice
|e verfasserin
|4 aut
|
| 773 |
0 |
8 |
|i Enthalten in
|t IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|d 1992
|g 22(2013), 11 vom: 17. Nov., Seite 4353-63
|w (DE-627)NLM09821456X
|x 1941-0042
|7 nnns
|
| 773 |
1 |
8 |
|g volume:22
|g year:2013
|g number:11
|g day:17
|g month:11
|g pages:4353-63
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1109/TIP.2013.2272515
|3 Volltext
|
| 912 |
|
|
|a GBV_USEFLAG_A
|
| 912 |
|
|
|a SYSFLAG_A
|
| 912 |
|
|
|a GBV_NLM
|
| 912 |
|
|
|a GBV_ILN_350
|
| 951 |
|
|
|a AR
|
| 952 |
|
|
|d 22
|j 2013
|e 11
|b 17
|c 11
|h 4353-63
|