Passer à la navigation principale Passer à la recherche Passer au contenu principal

Visual document tracking and blockchain technologies in mobile world

  • CNRS UMR 5157 SAMOVAR

Résultats de recherche: Contribution à un journalArticle de conférenceRevue par des pairs

1 Citation (Scopus)

Résumé

As during the last decade the limit between professional and personal usage of smartphones gradually disappeared, the present study is devoted to the tracking of the visual documents scanned by a personal mobile phone for some professional reasons. By a visual document we assume a composition of text, graphics and images corresponding to various physical-world documents (invoices, calls for tenders, legal contracts, etc.). As the scanning (capturing) conditions cannot be reproductible, the main issue is to unambiguously and securely identify various digital representations for a same physical document. A second issue is related to the inherent constraints in resources made available for such a task in the mobile/embedded environment. To jointly solve these issues, a solution based on coupling the blockchain technologies to the visual fingerprinting principles is advanced. The novel elements thus brought to light relate to (1) the coupling of fingerprint and blockchain solutions, (2) the unitary smart contracts generation and management (with illustrations for the Tezos blockchain) and (3) an on-chain / off-chain work balancing solution for coping to the mobile world constraints. The experimental results obtained on a database of more than 10 000 visual documents resulted in F1 score equal up to 0.98 while being compatible with low-resources computing environments (Raspberry Pi).

langue originaleAnglais
Numéro d'article279
journalIS and T International Symposium on Electronic Imaging Science and Technology
Volume2021
Numéro de publication8
Les DOIs
étatPublié - 1 janv. 2021
Evénement2021 Imaging and Multimedia Analytics in a Web and Mobile World Conference, IMAWM 2021 - Virtual, Online, États-Unis
Durée: 11 janv. 202128 janv. 2021

Empreinte digitale

Examiner les sujets de recherche de « Visual document tracking and blockchain technologies in mobile world ». Ensemble, ils forment une empreinte digitale unique.

Contient cette citation