Matches in SemOpenAlex for { <https://semopenalex.org/work/W3044693592> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W3044693592 endingPage "799" @default.
- W3044693592 startingPage "799" @default.
- W3044693592 abstract "We propose an image-based class retrieval system for ancient Roman Republican coins that can be instrumental in various archaeological applications such as museums, Numismatics study, and even online auctions websites. For such applications, the aim is not only classification of a given coin, but also the retrieval of its information from standard reference book. Such classification and information retrieval is performed by our proposed system via a user friendly graphical user interface (GUI). The query coin image gets matched with exemplar images of each coin class stored in the database. The retrieved coin classes are then displayed in the GUI along with their descriptions from a reference book. However, it is highly impractical to match a query image with each of the class exemplar images as there are 10 exemplar images for each of the 60 coin classes. Similarly, displaying all the retrieved coin classes and their respective information in the GUI will cause user inconvenience. Consequently, to avoid such brute-force matching, we incrementally vary the number of matches per class to find the least matches attaining the maximum classification accuracy. In a similar manner, we also extend the search space for coin class to find the minimal number of retrieved classes that achieve maximum classification accuracy. On the current dataset, our system successfully attains a classification accuracy of 99% for five matches per class such that the top ten retrieved classes are considered. As a result, the computational complexity is reduced by matching the query image with only half of the exemplar images per class. In addition, displaying the top 10 retrieved classes is far more convenient than displaying all 60 classes." @default.
- W3044693592 created "2020-07-29" @default.
- W3044693592 creator A5031858645 @default.
- W3044693592 creator A5049129632 @default.
- W3044693592 creator A5081337679 @default.
- W3044693592 date "2020-07-22" @default.
- W3044693592 modified "2023-09-27" @default.
- W3044693592 title "An Image-Based Class Retrieval System for Roman Republican Coins" @default.
- W3044693592 cites W1509901792 @default.
- W3044693592 cites W2044231290 @default.
- W3044693592 cites W2094873793 @default.
- W3044693592 doi "https://doi.org/10.3390/e22080799" @default.
- W3044693592 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7517372" @default.
- W3044693592 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33286570" @default.
- W3044693592 hasPublicationYear "2020" @default.
- W3044693592 type Work @default.
- W3044693592 sameAs 3044693592 @default.
- W3044693592 citedByCount "1" @default.
- W3044693592 countsByYear W30446935922021 @default.
- W3044693592 crossrefType "journal-article" @default.
- W3044693592 hasAuthorship W3044693592A5031858645 @default.
- W3044693592 hasAuthorship W3044693592A5049129632 @default.
- W3044693592 hasAuthorship W3044693592A5081337679 @default.
- W3044693592 hasBestOaLocation W30446935921 @default.
- W3044693592 hasConcept C105795698 @default.
- W3044693592 hasConcept C115961682 @default.
- W3044693592 hasConcept C124101348 @default.
- W3044693592 hasConcept C153180895 @default.
- W3044693592 hasConcept C154945302 @default.
- W3044693592 hasConcept C165064840 @default.
- W3044693592 hasConcept C1667742 @default.
- W3044693592 hasConcept C23123220 @default.
- W3044693592 hasConcept C2777212361 @default.
- W3044693592 hasConcept C33923547 @default.
- W3044693592 hasConcept C41008148 @default.
- W3044693592 hasConceptScore W3044693592C105795698 @default.
- W3044693592 hasConceptScore W3044693592C115961682 @default.
- W3044693592 hasConceptScore W3044693592C124101348 @default.
- W3044693592 hasConceptScore W3044693592C153180895 @default.
- W3044693592 hasConceptScore W3044693592C154945302 @default.
- W3044693592 hasConceptScore W3044693592C165064840 @default.
- W3044693592 hasConceptScore W3044693592C1667742 @default.
- W3044693592 hasConceptScore W3044693592C23123220 @default.
- W3044693592 hasConceptScore W3044693592C2777212361 @default.
- W3044693592 hasConceptScore W3044693592C33923547 @default.
- W3044693592 hasConceptScore W3044693592C41008148 @default.
- W3044693592 hasIssue "8" @default.
- W3044693592 hasLocation W30446935921 @default.
- W3044693592 hasLocation W30446935922 @default.
- W3044693592 hasLocation W30446935923 @default.
- W3044693592 hasLocation W30446935924 @default.
- W3044693592 hasOpenAccess W3044693592 @default.
- W3044693592 hasPrimaryLocation W30446935921 @default.
- W3044693592 hasRelatedWork W1536471031 @default.
- W3044693592 hasRelatedWork W1542642427 @default.
- W3044693592 hasRelatedWork W1926504679 @default.
- W3044693592 hasRelatedWork W2026607577 @default.
- W3044693592 hasRelatedWork W2102298087 @default.
- W3044693592 hasRelatedWork W2392326565 @default.
- W3044693592 hasRelatedWork W2507983004 @default.
- W3044693592 hasRelatedWork W3097853387 @default.
- W3044693592 hasRelatedWork W1806283415 @default.
- W3044693592 hasRelatedWork W358594773 @default.
- W3044693592 hasVolume "22" @default.
- W3044693592 isParatext "false" @default.
- W3044693592 isRetracted "false" @default.
- W3044693592 magId "3044693592" @default.
- W3044693592 workType "article" @default.