| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3PF6BJ8 | |||
| Repository | sid.inpe.br/sibgrapi/2017/08.17.13.40 | |||
| Last Update | 2017:08.17.13.40.25 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2017/08.17.13.40.25 | |||
| Metadata Last Update | 2022:06.14.00.08.44 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI.2017.18 | |||
| Citation Key | OliveiraNass:2017:DeMoPr | |||
| Title | Detecting modifications in printed circuit boards from fuel pump controllers  | |||
| Format | On-line | |||
| Year | 2017 | |||
| Access Date | 2024, May 02 | |||
| Number of Files | 1 | |||
| Size | 4683 KiB | |||
| 2. Context | ||||
| Author | 1 Oliveira, Thomas Jose Mazon de 2 Marco Aurelio Wehrmeister 3 Nassu, Bogdan Tomoyuki | |||
| Affiliation | 1 Federal University of Technology - Parana 2 Federal University of Technology - Parana 3 Federal University of Technology - Parana | |||
| Editor | Torchelsen, Rafael Piccin Nascimento, Erickson Rangel do Panozzo, Daniele Liu, Zicheng Farias, Mylène Viera, Thales Sacht, Leonardo Ferreira, Nivan Comba, João Luiz Dihl Hirata, Nina Schiavon Porto, Marcelo Vital, Creto Pagot, Christian Azambuja Petronetto, Fabiano Clua, Esteban Cardeal, Flávio | |||
| e-Mail Address | thomasoliveira@alunos.utfpr.edu.br | |||
| Conference Name | Conference on Graphics, Patterns and Images, 30 (SIBGRAPI) | |||
| Conference Location | Niterói, RJ, Brazil | |||
| Date | 17-20 Oct. 2017 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2017-08-17 13:40:25 :: thomasoliveira@alunos.utfpr.edu.br -> administrator :: 2022-06-14 00:08:44 :: administrator -> :: 2017 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | Image-based detection of modifications in printed circuit boards Fraud detection in fuel pumps Computer vision image registration machine learning Points of interest | |||
| Abstract | Frauds involving illegal modifications to the printedcircuit boards from fuel pump controllers are a serious problem,which not only harms customers, but also connects to othercrimes, such as money laundering and tax evasion. The currentstate-of-practice for inspecting these boards is a visual analysisperformed by a human. In this paper, we introduce an image-based approach that can provide support to the human inspectorby automatically detecting suspicious regions in the boards.The proposed approach aligns a photograph of the inspectedboard to a reference view, partitions the image in sub-regions,extracts features using a variation of the popular Scale-InvariantFeature Transform, classifies the features against previouslytrained Support Vector Machines, and integrates the results forpresentation. In experiments performed on a dataset containing649 images from a board, with and without modifications, ourapproach achieved a precision of 0.7739, a recall of 0.9434, andanF-measure 0.8503. These results indicate that our approachcan effectively identify suspicious regions, providing invaluablehelp to the human inspector. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2017 > Detecting modifications in... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Detecting modifications in... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3PF6BJ8 | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3PF6BJ8 | |||
| Language | en | |||
| Target File | SibGrapi.pdf | |||
| User Group | thomasoliveira@alunos.utfpr.edu.br | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPAW/3PKCC58 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2017/09.12.13.04 9 | |||
| 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 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 | |||