1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPBW34M/3C9E4D5 |
Repository | sid.inpe.br/sibgrapi/2012/07.12.14.20 |
Last Update | 2012:07.13.14.23.42 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2012/07.12.14.20.52 |
Metadata Last Update | 2022:06.14.00.07.30 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2012.19 |
Citation Key | CostaEckmScheRoch:2012:OpSeSo |
Title | Open Set Source Camera Attribution  |
Format | DVD, On-line. |
Year | 2012 |
Access Date | 2025, May 10 |
Number of Files | 1 |
Size | 3057 KiB |
|
2. Context | |
Author | 1 Costa, Filipe de Oliveira 2 Eckmann, Michael 3 Scheirer, Walter J. 4 Rocha, Anderson |
Affiliation | 1 University of Campinas 2 Skidmore College 3 University of Colorado 4 University of Campinas |
Editor | Freitas, Carla Maria Dal Sasso Sarkar, Sudeep Scopigno, Roberto Silva, Luciano |
e-Mail Address | filipe.costa@students.ic.unicamp.br |
Conference Name | Conference on Graphics, Patterns and Images, 25 (SIBGRAPI) |
Conference Location | Ouro Preto, MG, Brazil |
Date | 22-25 Aug. 2012 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2012-09-20 16:45:34 :: filipe.costa@students.ic.unicamp.br -> administrator :: 2012 2022-03-08 21:03:23 :: administrator -> menottid@gmail.com :: 2012 2022-03-10 12:51:14 :: menottid@gmail.com -> administrator :: 2012 2022-06-14 00:07:30 :: administrator -> :: 2012 |
|
3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Version Type | finaldraft |
Keywords | Digital Forensics Open Set Recognition Camera Attribution Sensor Fingerprinting |
Abstract | Similar to ballistic tests in which we match a gun to its bullets, we can identify a given digital camera that acquired an image under investigation. In this paper, we discuss a method for identifying whether or not an image was captured by a specific digital camera. The method relies on noise residual features related to the images under investigation. Our approach considers an "open set" recognition scenario, under which we can not rely on the assumption of full access to all of the potential source cameras. This is the only scenario investigators are faced with in the real world. In this case, we model the decision space to take advantage of a few known cameras and carve the decision boundaries to decrease false matches increasing the reliability of image source attribution as an aid for digital forensics in the court of law. This approach performs favorably vs. the state-of-the-art. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2012 > Open Set Source... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Open Set Source... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
|
4. Conditions of access and use | |
data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3C9E4D5 |
zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3C9E4D5 |
Language | en |
Target File | sibgrapi-2012-filipe-costa-final.pdf |
User Group | filipe.costa@students.ic.unicamp.br |
Visibility | shown |
|
5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPEW34M/46SL8GS 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2022/05.15.03.31 37 sid.inpe.br/sibgrapi/2022/06.10.21.49 3 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
|
6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |
|