| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0106343 |
| utime |
20240103173137.0 |
| mtime |
20050324235959.9 |
| title
(primary) (eng) |
Model-based texture segmentation |
| specification |
|
| serial |
| ISSN |
0302-9743 |
| title
|
Image Analysis and Recognition. Proceedings |
| page_num |
306-313 |
| publisher |
| place |
Berlin |
| name |
Springer |
| year |
2004 |
|
|
| title
(cze) |
Segmentace textur založená na modelu |
| keyword |
colour texture segmentation |
| keyword |
Markov random fields |
| author
(primary) |
| ARLID |
cav_un_auth*0101093 |
| name1 |
Haindl |
| name2 |
Michal |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101165 |
| name1 |
Mikeš |
| name2 |
Stanislav |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| COSATI |
09K |
| cas_special |
| project |
| project_id |
507752 |
| country |
XE |
| agency |
EC |
| ARLID |
cav_un_auth*0200689 |
|
| project |
| project_id |
IAA2075302 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001801 |
|
| project |
| project_id |
1ET400750407 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001797 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
An efficient and robust type of unsupervised multispectral texture segmentation method is presented. Single decorrelated monospectral texture factors are assumed to be represented by a set of local Gaussian Markov random field (GMRF) models evaluated for each pixel centered image window and for each spectral band. The segmentation algorithm based on the underlying Gaussian mixture (GM) model operates in the decorrelated GMRF parametric space. The number of texture regions is adaptively changed. |
| abstract
(cze) |
Práce prezentuje efektivní a robustní metodu neřízené segmentace multispektrálních textur. Dekorelované monospektrální texturní složky jsou reprezentovány lokálními gauss-markovskými modely |
| action |
| ARLID |
cav_un_auth*0129899 |
| name |
International Conference ICIAR 2004 |
| place |
Porto |
| dates |
29.09.2004-01.10.2004 |
| country |
PT |
|
| reportyear |
2005 |
| RIV |
BD |
| permalink |
http://hdl.handle.net/11104/0013525 |
| ID_orig |
UTIA-B 20040155 |
| arlyear |
2004 |
| mrcbU63 |
Image Analysis and Recognition. Proceedings 0302-9743 306 313 Berlin Springer 2004 3212 |
| mrcbU67 |
Campilho A. 340 |
| mrcbU67 |
Kamel M. 340 |
|