| bibtype |
K -
Conference Paper (Czech conference)
|
| ARLID |
0411250 |
| utime |
20240103182312.9 |
| mtime |
20060210235959.9 |
| ISBN |
80-86732-18-5 |
| title
(primary) (eng) |
Multispectral texture segmentation |
| part_num |
1 |
| part_title |
Mathematics and Computer Science. |
| publisher |
| place |
Praha |
| name |
MFF UK |
| pub_time |
2003 |
|
| specification |
|
| serial |
| title
|
WDS '03 Proceedings of Contributed Papers |
| page_num |
221-225 |
| editor |
| name1 |
Šafránková |
| name2 |
J. |
|
|
| keyword |
texture |
| keyword |
unsupervised segmentation |
| keyword |
Markov random fields |
| author
(primary) |
| 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. |
|
| author
|
| 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. |
|
| COSATI |
09K |
| cas_special |
| project |
| project_id |
IST-2001-34744 |
| agency |
Commission EC |
| country |
XE |
| ARLID |
cav_un_auth*0200688 |
|
| project |
| project_id |
IAA2075302 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001801 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
An efficient and robust type of unsupervised multispectral texture segmentation method is presented. The algorithm starts with spectral factorization of an input multispectral texture image using the Karhunen-Loeve expansion. Monospectral factors of single texture patches are assumed to be modelled using a Gaussian Markov random field model. The texture segmentation is done by K-means algorithm in the Markov model parameter space evaluated for each pixel centered image window. |
| action |
| ARLID |
cav_un_auth*0213138 |
| name |
Week of Doctoral Students 2003. WDS'03 |
| place |
Praha |
| country |
CZ |
| dates |
10.06.2003-13.06.2003 |
|
| RIV |
BD |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0131335 |
| ID_orig |
UTIA-B 20030237 |
| arlyear |
2003 |
| mrcbU10 |
2003 |
| mrcbU10 |
Praha MFF UK |
| mrcbU12 |
80-86732-18-5 |
| mrcbU63 |
WDS '03 Proceedings of Contributed Papers 221 225 |
| mrcbU67 |
Šafránková J. 340 |
|