| bibtype |
J -
Journal Article
|
| ARLID |
0556266 |
| utime |
20240903115330.2 |
| mtime |
20220401235959.9 |
| SCOPUS |
85128291521 |
| WOS |
000787427200001 |
| DOI |
10.3390/sym14040715 |
| title
(primary) (eng) |
Fast Overlapping Block Processing Algorithm for Feature Extraction |
| specification |
| page_count |
13 s. |
| media_type |
E |
|
| serial |
| ARLID |
cav_un_epca*0430743 |
| ISSN |
2073-8994 |
| title
|
Symmetry-Basel |
| volume_id |
14 |
| publisher |
|
|
| keyword |
overlapping block processing |
| keyword |
feature extraction |
| keyword |
orthogonal polynomials |
| keyword |
orthogonal moments |
| author
(primary) |
| ARLID |
cav_un_auth*0428248 |
| name1 |
Abdulhussain |
| name2 |
S. H. |
| country |
IQ |
|
| author
|
| ARLID |
cav_un_auth*0428249 |
| name1 |
Mahmmod |
| name2 |
B. M. |
| country |
IQ |
|
| author
|
| ARLID |
cav_un_auth*0101087 |
| name1 |
Flusser |
| name2 |
Jan |
| institution |
UTIA-B |
| full_dept (cz) |
Zpracování obrazové informace |
| full_dept |
Department of Image Processing |
| department (cz) |
ZOI |
| department |
ZOI |
| full_dept |
Department of Image Processing |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0428250 |
| name1 |
AL-Utaibi |
| name2 |
K. A. |
| country |
SA |
|
| source |
|
| source |
|
| cas_special |
| project |
| project_id |
GA21-03921S |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0412209 |
|
| abstract
(eng) |
In many video and image processing applications, the frames are partitioned into blocks, which are extracted and processed sequentially. In this paper, we propose a fast algorithm for calculation of features of overlapping image blocks. We assume the features are projections of the block on separable 2D basis functions (usually orthogonal polynomials) where we benefit from the symmetry with respect to spatial variables. The main idea is based on a construction of auxiliary matrices that virtually extends the original image and makes it possible to avoid a time-consuming computation in loops. These matrices can be pre-calculated, stored and used repeatedly since they are independent of the image itself. We validated experimentally that the speed up of the proposed method compared with traditional approaches approximately reaches up to 20 times depending on the block parameters. |
| result_subspec |
WOS |
| RIV |
JD |
| FORD0 |
10000 |
| FORD1 |
10200 |
| FORD2 |
10201 |
| reportyear |
2023 |
| num_of_auth |
4 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0330838 |
| mrcbC61 |
1 |
| confidential |
S |
| article_num |
715 |
| mrcbC86 |
n.a. Article Multidisciplinary Sciences |
| mrcbC91 |
A |
| mrcbT16-e |
MULTIDISCIPLINARYSCIENCES |
| mrcbT16-j |
0.406 |
| mrcbT16-s |
0.483 |
| mrcbT16-D |
Q4 |
| mrcbT16-E |
Q3 |
| arlyear |
2022 |
| mrcbU14 |
85128291521 SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
000787427200001 WOS |
| mrcbU63 |
cav_un_epca*0430743 Symmetry-Basel 2073-8994 2073-8994 Roč. 14 č. 4 2022 MDPI ONLINE |
|