| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0348592 |
| utime |
20240111140745.7 |
| mtime |
20101101235959.9 |
| DOI |
10.1109/IIHMSP.2010.147 |
| title
(primary) (eng) |
Digital Image Forgery Detection by Local Statistical Models |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0348591 |
| ISBN |
978-0-7695-4222-5 |
| title
|
2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing |
| page_num |
579-582 |
| publisher |
| place |
Los Alamitos, California |
| name |
IEEE computer society |
| year |
2010 |
|
| editor |
|
| editor |
| name1 |
Pan |
| name2 |
Jeng-Shyang |
|
| editor |
| name1 |
Fellner |
| name2 |
Dieter |
|
| editor |
| name1 |
Nouak |
| name2 |
Alexander |
|
| editor |
| name1 |
Kuijper |
| name2 |
Arjan |
|
| editor |
| name1 |
Jain |
| name2 |
Lakhmi C. |
|
|
| keyword |
forgery detection |
| keyword |
local statistical models |
| keyword |
distribution mixtures |
| keyword |
EM algorithm |
| author
(primary) |
| ARLID |
cav_un_auth*0101091 |
| name1 |
Grim |
| name2 |
Jiří |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept (eng) |
Department of Pattern Recognition |
| department (cz) |
RO |
| department (eng) |
RO |
| 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 |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept |
Department of Pattern Recognition |
| department (cz) |
RO |
| department |
RO |
| 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 |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept |
Department of Pattern Recognition |
| department (cz) |
RO |
| department |
RO |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
2C06019 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0216518 |
|
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
GA102/08/0593 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239567 |
|
| project |
| project_id |
GA102/07/1594 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0228611 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
We propose an application of local statistical models in the form of a locally estimated Gaussian mixture to image forgery detection. The estimated mixture is used to compute the so called log-likelihood transformation of the original image. We show that image manipulations of different type may be visible in a suitably designed log-likelihood image. Unlike other methods the forgery detection based on local statistical model is rather non-specific and suitable to emphasize various traces of possible image tampering without any prior information. |
| action |
| ARLID |
cav_un_auth*0265017 |
| name |
6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010) |
| place |
Darmstadt |
| dates |
15.10.2010-17.10.2010 |
| country |
DE |
|
| reportyear |
2011 |
| RIV |
IN |
| num_of_auth |
3 |
| permalink |
http://hdl.handle.net/11104/0189094 |
| arlyear |
2010 |
| mrcbU56 |
sborník, databáze příspěvků |
| mrcbU63 |
cav_un_epca*0348591 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing 978-0-7695-4222-5 579 582 Los Alamitos, California IEEE computer society 2010 |
| mrcbU67 |
Echizen Isao 340 |
| mrcbU67 |
Pan Jeng-Shyang 340 |
| mrcbU67 |
Fellner Dieter 340 |
| mrcbU67 |
Nouak Alexander 340 |
| mrcbU67 |
Kuijper Arjan 340 |
| mrcbU67 |
Jain Lakhmi C. 340 |
|