| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0392900 |
| utime |
20240111140831.4 |
| mtime |
20130613235959.9 |
| title
(primary) (eng) |
Tensor Completion Through Multiple Kronecker Product Decomposition |
| specification |
| page_count |
5 s. |
| media_type |
C |
|
| serial |
| ARLID |
cav_un_epca*0392897 |
| ISBN |
978-1-4799-0355-9 |
| title
|
2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013 |
| page_num |
3233-3237 |
| publisher |
| place |
Vancouver |
| name |
IEEE |
| year |
2013 |
|
|
| keyword |
tensor factorization |
| keyword |
Kronecker product |
| keyword |
image completion |
| author
(primary) |
| ARLID |
cav_un_auth*0274170 |
| name1 |
Phan |
| name2 |
A. H. |
| country |
JP |
|
| author
|
| ARLID |
cav_un_auth*0274171 |
| name1 |
Cichocki |
| name2 |
A. |
| country |
JP |
|
| author
|
| ARLID |
cav_un_auth*0101212 |
| name1 |
Tichavský |
| name2 |
Petr |
| full_dept (cz) |
Stochastická informatika |
| full_dept |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department |
SI |
| institution |
UTIA-B |
| full_dept |
Department of Stochastic Informatics |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0291813 |
| name1 |
Luta |
| name2 |
G. |
| country |
US |
|
| author
|
| ARLID |
cav_un_auth*0291814 |
| name1 |
Brockmeier |
| name2 |
A. |
| country |
US |
|
| source |
|
| cas_special |
| project |
| project_id |
GA102/09/1278 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0253174 |
|
| abstract
(eng) |
We propose a novel decomposition approach to impute missing values in tensor data. The method uses smaller scale multiway patches to model the whole data or a small volume encompassing the observed missing entries. Simulations on color images show that our method can recover color images using only 5-10% of pixels, and outperforms other available tensor completion methods. |
| action |
| ARLID |
cav_un_auth*0291703 |
| name |
IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013 |
| place |
Vancouver |
| dates |
27.05.2013-31.05.2013 |
| country |
CA |
|
| reportyear |
2014 |
| RIV |
BB |
| num_of_auth |
5 |
| presentation_type |
PO |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0221809 |
| arlyear |
2013 |
| mrcbU56 |
1753kB |
| mrcbU63 |
cav_un_epca*0392897 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013 978-1-4799-0355-9 3233 3237 Vancouver IEEE 2013 CFP13ICA-USB |
|