| bibtype |
J -
Journal Article
|
| ARLID |
0434521 |
| utime |
20240103204954.9 |
| mtime |
20141124235959.9 |
| SCOPUS |
84924690353 |
| WOS |
000351213400007 |
| DOI |
10.1109/TPAMI.2014.2353644 |
| title
(primary) (eng) |
Projection Operators and Moment Invariants to Image Blurring |
| specification |
| page_count |
17 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0256725 |
| ISSN |
0162-8828 |
| title
|
IEEE Transactions on Pattern Analysis and Machine Intelligence |
| volume_id |
37 |
| volume |
4 (2015) |
| page_num |
786-802 |
| publisher |
| name |
IEEE Computer Society |
|
|
| keyword |
Blurred image |
| keyword |
N-fold rotation symmetry |
| keyword |
projection operators |
| keyword |
image moments |
| keyword |
moment invariants |
| keyword |
blur invariants |
| keyword |
object recognition |
| author
(primary) |
| ARLID |
cav_un_auth*0101087 |
| full_dept (cz) |
Zpracování obrazové informace |
| full_dept (eng) |
Department of Image Processing |
| department (cz) |
ZOI |
| department (eng) |
ZOI |
| full_dept |
Department of Image Processing |
| name1 |
Flusser |
| name2 |
Jan |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101203 |
| full_dept (cz) |
Zpracování obrazové informace |
| full_dept |
Department of Image Processing |
| department (cz) |
ZOI |
| department |
ZOI |
| full_dept |
Department of Image Processing |
| name1 |
Suk |
| name2 |
Tomáš |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101071 |
| full_dept (cz) |
Zpracování obrazové informace |
| full_dept |
Department of Image Processing |
| department (cz) |
ZOI |
| department |
ZOI |
| full_dept |
Department of Image Processing |
| name1 |
Boldyš |
| name2 |
Jiří |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101238 |
| full_dept (cz) |
Zpracování obrazové informace |
| full_dept |
Department of Image Processing |
| department (cz) |
ZOI |
| department |
ZOI |
| full_dept |
Department of Image Processing |
| name1 |
Zitová |
| name2 |
Barbara |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0292734 |
| project_id |
GA13-29225S |
| agency |
GA ČR |
|
| project |
| ARLID |
cav_un_auth*0273618 |
| project_id |
GAP103/11/1552 |
| agency |
GA ČR |
|
| abstract
(eng) |
In this paper we introduce a new theory of blur invariants. Blur invariants are image features which preserve their values if the image is convolved by a point-spread function (PSF) of a certain class. We present the invariants to convolution with an arbitrary N-fold symmetric PSF, both in Fourier and image domain. We introduce a notion of a primordial image as a canonical form of all blur-equivalent images. It is defined in spectral domain by means of projection operators. We prove that the moments of the primordial image are invariant to blur and we derive recursive formulae for their direct computation without actually constructing the primordial image. We further prove they form a complete set of invariants and show how to extent their invariance also to translation, rotation and scaling. We illustrate by simulated and real-data experiments their invariance and recognition power. Potential applications of this method are wherever one wants to recognize objects on blurred images. |
| RIV |
JD |
| reportyear |
2017 |
| num_of_auth |
4 |
| mrcbC52 |
4 A hod 4ah 20231122140557.6 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0239389 |
| mrcbC64 |
1 Department of Image Processing UTIA-B 10200 COMPUTER SCIENCE, THEORY & METHODS |
| confidential |
S |
| mrcbT16-e |
COMPUTERSCIENCEARTIFICIALINTELLIGENCE|ENGINEERINGELECTRICALELECTRONIC |
| mrcbT16-j |
4.15 |
| mrcbT16-s |
6.202 |
| mrcbT16-4 |
Q1 |
| mrcbT16-B |
99.622 |
| mrcbT16-C |
98.163 |
| mrcbT16-D |
Q1* |
| mrcbT16-E |
Q1* |
| arlyear |
2015 |
| mrcbTft |
\nSoubory v repozitáři: flusser-0434521.pdf |
| mrcbU14 |
84924690353 SCOPUS |
| mrcbU34 |
000351213400007 WOS |
| mrcbU63 |
cav_un_epca*0256725 IEEE Transactions on Pattern Analysis and Machine Intelligence 0162-8828 1939-3539 Roč. 37 č. 4 2015 786 802 IEEE Computer Society |
|