bibtype C - Conference Paper (international conference)
ARLID 0447054
utime 20240103210529.0
mtime 20150908235959.9
SCOPUS 84983665959
WOS 000363776200004
DOI 10.1007/978-3-319-19321-2_4
title (primary) (eng) Determination of Stop-Criterion for Incremental Methods Constructing Camera Sensor Fingerprint
specification
page_count 13 s.
media_type P
serial
ARLID cav_un_epca*0447053
ISBN 978-3-319-19321-2
ISSN 0302-9743
title Digital-Forensics and Watermarking
page_num 47-59
publisher
place Cham
name Springer
year 2015
keyword Image ballistics
keyword source camera verification
keyword pattern noise
keyword fingerprint performance
keyword laplace distribution
author (primary)
ARLID cav_un_auth*0206076
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 Mahdian
name2 Babak
institution UTIA-B
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
author
ARLID cav_un_auth*0283562
full_dept (cz) Zpracování obrazové informace
full_dept Department of Image Processing
department (cz) ZOI
department ZOI
full_dept Department of Image Processing
name1 Novozámský
name2 Adam
institution UTIA-B
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
author
ARLID cav_un_auth*0101189
full_dept (cz) Zpracování obrazové informace
full_dept Department of Image Processing
department (cz) ZOI
department ZOI
full_dept Department of Image Processing
name1 Saic
name2 Stanislav
institution UTIA-B
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
source
url http://library.utia.cas.cz/separaty/2015/ZOI/novozamsky-0447054.pdf
cas_special
project
ARLID cav_un_auth*0292615
project_id GA13-28462S
agency GA ČR
abstract (eng) This paper aims to find the minimum sample size of the camera reference image set that is needed to build a sensor fingerprint of a high performance. Today's methods for building sensor fingerprints do rely on having a sufficient number of camera reference images. But, there is no clear answer to the question of how many camera reference images are really needed? In this paper, we will analyze and find out how to determine the minimum needed number of reference images to remove the mentioned uncertainty. We will introduce a quantitative measure (a stop-criterion) stating how many photos should be used to create a high-performance sensor fingerprint. This stop-criterion will directly reflect the confidence level that we would like to achieve. By considering that the number of digital images used to construct the camera sensor fingerprint can have a direct impact on performance of the sensor fingerprint, it is apparent that this, so far underestimated, topic is of major importance.
action
ARLID cav_un_auth*0319321
name International Workshop, IWDW 2014 /13./
dates 01.10.2014-04.10.2014
place Taipei
country TW
RIV JD
reportyear 2016
presentation_type PR
inst_support RVO:67985556
permalink http://hdl.handle.net/11104/0249011
confidential S
mrcbT16-s 0.329
mrcbT16-4 Q2
mrcbT16-E Q2
arlyear 2015
mrcbU14 84983665959 SCOPUS
mrcbU34 000363776200004 WOS
mrcbU63 cav_un_epca*0447053 Digital-Forensics and Watermarking 978-3-319-19321-2 0302-9743 47 59 Cham Springer 2015 Lecture Notes in Computer Science 9023