dc.contributor.author | Yılmaz, Seçkin | |
dc.contributor.author | Nabiyev, Vasif V. | |
dc.date.accessioned | 2020-10-06T13:22:09Z | |
dc.date.available | 2020-10-06T13:22:09Z | |
dc.date.issued | 2019 | en_US |
dc.identifier.citation | Yılmaz, S., & Nabiyev, V. V. (2019). Solving Double‐Sided Puzzles: Automated Assembly of Torn‐up Banknotes Evidence. Journal of forensic sciences, 64(4), 1078-1091, DOİ: 10.1111/1556-4029.13993 | en_US |
dc.identifier.uri | https://hdl.handle.net/11494/2295 | |
dc.description.abstract | Reconstruction of 2D object is a problem concerning many different fields such as forensics science, archiving, and banking.
In the literature, it is considered as one-sided puzzle problem. But this study handles torn banknotes as a double-sided puzzle problem for the
first time. In addition to that, a new dataset (ToB) is created for solving this problem. A selection approach based on the Borda count method
is adopted in order to make the right decision as to which keypoint-based method is to be used in the proposed reconstruction system. The
selection approach was determined the Accelerated-KAZE (AKAZE) as the most successful keypoint-based method. This study also proposes
new measures determining the success ratio of the reconstructed banknotes and calculating their loss ratio. When the torn banknotes were
reconstructed with the AKAZE-based reconstruction system, the average success rate was calculated as 95.55% by the proposed metric. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Wiley | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Forensic science | en_US |
dc.subject | Double-sided puzzles | en_US |
dc.subject | Assembly of fragments | en_US |
dc.subject | Torn banknotes | en_US |
dc.subject | Banknote recognition | en_US |
dc.subject | Torn documents | en_US |
dc.subject | Image matching | en_US |
dc.subject | Borda count | en_US |
dc.title | Solving double-sided puzzles: Automated assembly of torn-up banknotes evidence | en_US |
dc.type | article | en_US |
dc.relation.journal | Journal Of Forensic Sciences | en_US |
dc.department | AÇÜ, Artvin Meslek Yüksekokulu | en_US |
dc.authorid | 0000-0001-6791-1536 | en_US |
dc.identifier.volume | 64 | en_US |
dc.identifier.issue | 4 | en_US |
dc.identifier.startpage | 1078 | en_US |
dc.identifier.endpage | 1091 | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.identifier.doi | 10.1111/1556-4029.13993 | en_US |
dc.contributor.institutionauthor | Yılmaz, Seçkin | en_US |