| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0410442 |
| utime |
20240103182214.3 |
| mtime |
20060210235959.9 |
| ISBN |
0-7695-0750-6 |
| title
(primary) (eng) |
Multivariate structural Bernoulli mixtures for recognition of handwritten numerals |
| part_num |
2 |
| part_title |
Pattern Recognition and Neural Networks. |
| publisher |
| place |
Los Alamitos |
| name |
IEEE Computer Society |
| pub_time |
2000 |
|
| specification |
|
| serial |
| title
|
Proceedings of the 15th International Conference on Pattern Recognition |
| page_num |
585-589 |
| editor |
|
| editor |
| name1 |
Villanueva |
| name2 |
J. J. |
|
| editor |
|
|
| author
(primary) |
| ARLID |
cav_un_auth*0101091 |
| name1 |
Grim |
| name2 |
Jiří |
| 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*0101182 |
| name1 |
Pudil |
| name2 |
Pavel |
| 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*0101197 |
| name1 |
Somol |
| name2 |
Petr |
| 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 |
IAA2075703 |
| agency |
GA AV |
| country |
CZ |
| ARLID |
cav_un_auth*0218731 |
|
| project |
| project_id |
VS96063 |
| agency |
MŠMT |
| country |
CZ |
| ARLID |
cav_un_auth*0025066 |
|
| project |
| project_id |
ME 187 |
| agency |
MŠMT |
| country |
CZ |
| ARLID |
cav_un_auth*0028306 |
|
| research |
AV0Z1075907 |
| abstract
(eng) |
As shown recently, the structural optimization of probabilistic neural networks can be included into EM algorithm by introducing a special type of mixtures. The method has been applied to recognize unconstrained handwritten numerals from the database of Concordia University in Montreal. In the present paper we discuss the possibility of a proper initialization of EM algorithm for estimating the class-conditional multivariate Bernoulli mixtures. |
| action |
| ARLID |
cav_un_auth*0212701 |
| name |
International Conference on Pattern Recognition /15./ |
| place |
Barcelona |
| country |
ES |
| dates |
03.09.2000-07.09.2000 |
|
| RIV |
BB |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0130531 |
| ID_orig |
UTIA-B 20000158 |
| arlyear |
2000 |
| mrcbU10 |
2000 |
| mrcbU10 |
Los Alamitos IEEE Computer Society |
| mrcbU12 |
0-7695-0750-6 |
| mrcbU63 |
Proceedings of the 15th International Conference on Pattern Recognition 585 589 |
| mrcbU67 |
Sanfeliu A. 340 |
| mrcbU67 |
Villanueva J. J. 340 |
| mrcbU67 |
Vanrell M. 340 |
|