Matches in SemOpenAlex for { <https://semopenalex.org/work/W3102084788> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3102084788 abstract "Detection of image retargeting based on seam carving which is one of the widely used content aware image-resizing algorithm is of importance in image forensics. In addition to machine learning based methods, researchers have developed many other deep learning based methods which involve a binary classifier to determine whether the image is seam carved or not. In this study, we developed a deep learning model that performs multiclass classification for the detection image retargetting level. The proposed model is a multiclass classifier that has four outputs, no (0%) seam carving, 10% seam carved, 20% seam carved and 40% seam carved classes. Training and validation image sets were obtained from ImageNet database. Seam carved images that were reduced by 10%, 20%, and 40% in the vertical dimensions were obtained from these sets. Accuracy analysis of the model was performed by testing model on the images and showing the results of confusion, precision, recall matrices in detail as well as the accuracy value." @default.
- W3102084788 created "2020-11-23" @default.
- W3102084788 creator A5076716914 @default.
- W3102084788 creator A5082552433 @default.
- W3102084788 date "2020-10-22" @default.
- W3102084788 modified "2023-09-26" @default.
- W3102084788 title "A Deep learning model for image retargetting level detection" @default.
- W3102084788 cites W1825251438 @default.
- W3102084788 cites W2018377917 @default.
- W3102084788 cites W2019573267 @default.
- W3102084788 cites W2022990190 @default.
- W3102084788 cites W2024621000 @default.
- W3102084788 cites W2048684681 @default.
- W3102084788 cites W2071987112 @default.
- W3102084788 cites W2771380055 @default.
- W3102084788 cites W2883222749 @default.
- W3102084788 cites W2888297712 @default.
- W3102084788 cites W2914316039 @default.
- W3102084788 cites W2950511172 @default.
- W3102084788 cites W2986062435 @default.
- W3102084788 cites W3000876098 @default.
- W3102084788 doi "https://doi.org/10.1109/ismsit50672.2020.9254845" @default.
- W3102084788 hasPublicationYear "2020" @default.
- W3102084788 type Work @default.
- W3102084788 sameAs 3102084788 @default.
- W3102084788 citedByCount "1" @default.
- W3102084788 countsByYear W31020847882023 @default.
- W3102084788 crossrefType "proceedings-article" @default.
- W3102084788 hasAuthorship W3102084788A5076716914 @default.
- W3102084788 hasAuthorship W3102084788A5082552433 @default.
- W3102084788 hasConcept C108583219 @default.
- W3102084788 hasConcept C11171543 @default.
- W3102084788 hasConcept C115961682 @default.
- W3102084788 hasConcept C12267149 @default.
- W3102084788 hasConcept C123860398 @default.
- W3102084788 hasConcept C138602881 @default.
- W3102084788 hasConcept C153180895 @default.
- W3102084788 hasConcept C154945302 @default.
- W3102084788 hasConcept C15744967 @default.
- W3102084788 hasConcept C23746413 @default.
- W3102084788 hasConcept C2781140086 @default.
- W3102084788 hasConcept C31972630 @default.
- W3102084788 hasConcept C41008148 @default.
- W3102084788 hasConcept C75294576 @default.
- W3102084788 hasConcept C95623464 @default.
- W3102084788 hasConceptScore W3102084788C108583219 @default.
- W3102084788 hasConceptScore W3102084788C11171543 @default.
- W3102084788 hasConceptScore W3102084788C115961682 @default.
- W3102084788 hasConceptScore W3102084788C12267149 @default.
- W3102084788 hasConceptScore W3102084788C123860398 @default.
- W3102084788 hasConceptScore W3102084788C138602881 @default.
- W3102084788 hasConceptScore W3102084788C153180895 @default.
- W3102084788 hasConceptScore W3102084788C154945302 @default.
- W3102084788 hasConceptScore W3102084788C15744967 @default.
- W3102084788 hasConceptScore W3102084788C23746413 @default.
- W3102084788 hasConceptScore W3102084788C2781140086 @default.
- W3102084788 hasConceptScore W3102084788C31972630 @default.
- W3102084788 hasConceptScore W3102084788C41008148 @default.
- W3102084788 hasConceptScore W3102084788C75294576 @default.
- W3102084788 hasConceptScore W3102084788C95623464 @default.
- W3102084788 hasLocation W31020847881 @default.
- W3102084788 hasOpenAccess W3102084788 @default.
- W3102084788 hasPrimaryLocation W31020847881 @default.
- W3102084788 hasRelatedWork W13493742 @default.
- W3102084788 hasRelatedWork W1602910 @default.
- W3102084788 hasRelatedWork W1679810 @default.
- W3102084788 hasRelatedWork W2834797 @default.
- W3102084788 hasRelatedWork W3385323 @default.
- W3102084788 hasRelatedWork W40380 @default.
- W3102084788 hasRelatedWork W5084589 @default.
- W3102084788 hasRelatedWork W6468916 @default.
- W3102084788 hasRelatedWork W7811848 @default.
- W3102084788 hasRelatedWork W9935845 @default.
- W3102084788 isParatext "false" @default.
- W3102084788 isRetracted "false" @default.
- W3102084788 magId "3102084788" @default.
- W3102084788 workType "article" @default.