Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312981036> ?p ?o ?g. }
- W4312981036 abstract "Recent advances in image editing techniques have posed serious challenges to the trustworthiness of multimedia data, which drives the research of image tampering detection. In this paper, we propose ObjectFormer to detect and localize image manipulations. To capture subtle manipulation traces that are no longer visible in the RGB domain, we extract high-frequency features of the images and combine them with RGB features as multimodal patch embeddings. Additionally, we use a set of learnable object prototypes as mid-level representations to model the object-level consistencies among different regions, which are further used to refine patch embeddings to capture the patch-level consistencies. We conduct extensive experiments on various datasets and the results verify the effectiveness of the proposed method, outperforming state-of-the-art tampering detection and localization methods." @default.
- W4312981036 created "2023-01-05" @default.
- W4312981036 creator A5026167547 @default.
- W4312981036 creator A5031745411 @default.
- W4312981036 creator A5034535783 @default.
- W4312981036 creator A5046330465 @default.
- W4312981036 creator A5047962986 @default.
- W4312981036 creator A5067605731 @default.
- W4312981036 creator A5085180517 @default.
- W4312981036 date "2022-06-01" @default.
- W4312981036 modified "2023-10-17" @default.
- W4312981036 title "ObjectFormer for Image Manipulation Detection and Localization" @default.
- W4312981036 cites W1570958768 @default.
- W4312981036 cites W2108598243 @default.
- W4312981036 cites W2169439181 @default.
- W4312981036 cites W2518397542 @default.
- W4312981036 cites W2541922885 @default.
- W4312981036 cites W2572561073 @default.
- W4312981036 cites W2777769595 @default.
- W4312981036 cites W2808402081 @default.
- W4312981036 cites W2911605501 @default.
- W4312981036 cites W2948407537 @default.
- W4312981036 cites W2962793481 @default.
- W4312981036 cites W2962858109 @default.
- W4312981036 cites W2963420272 @default.
- W4312981036 cites W2964146055 @default.
- W4312981036 cites W2991377405 @default.
- W4312981036 cites W3016121695 @default.
- W4312981036 cites W3027377338 @default.
- W4312981036 cites W3035316078 @default.
- W4312981036 cites W3106990721 @default.
- W4312981036 cites W3121523901 @default.
- W4312981036 cites W3158353280 @default.
- W4312981036 cites W3216270236 @default.
- W4312981036 cites W4214636423 @default.
- W4312981036 cites W4312290555 @default.
- W4312981036 doi "https://doi.org/10.1109/cvpr52688.2022.00240" @default.
- W4312981036 hasPublicationYear "2022" @default.
- W4312981036 type Work @default.
- W4312981036 citedByCount "14" @default.
- W4312981036 countsByYear W43129810362022 @default.
- W4312981036 countsByYear W43129810362023 @default.
- W4312981036 crossrefType "proceedings-article" @default.
- W4312981036 hasAuthorship W4312981036A5026167547 @default.
- W4312981036 hasAuthorship W4312981036A5031745411 @default.
- W4312981036 hasAuthorship W4312981036A5034535783 @default.
- W4312981036 hasAuthorship W4312981036A5046330465 @default.
- W4312981036 hasAuthorship W4312981036A5047962986 @default.
- W4312981036 hasAuthorship W4312981036A5067605731 @default.
- W4312981036 hasAuthorship W4312981036A5085180517 @default.
- W4312981036 hasBestOaLocation W43129810362 @default.
- W4312981036 hasConcept C115961682 @default.
- W4312981036 hasConcept C134306372 @default.
- W4312981036 hasConcept C153180895 @default.
- W4312981036 hasConcept C153701036 @default.
- W4312981036 hasConcept C154945302 @default.
- W4312981036 hasConcept C177264268 @default.
- W4312981036 hasConcept C199360897 @default.
- W4312981036 hasConcept C2776151529 @default.
- W4312981036 hasConcept C2776674983 @default.
- W4312981036 hasConcept C2781238097 @default.
- W4312981036 hasConcept C2987933465 @default.
- W4312981036 hasConcept C31972630 @default.
- W4312981036 hasConcept C33923547 @default.
- W4312981036 hasConcept C36503486 @default.
- W4312981036 hasConcept C38652104 @default.
- W4312981036 hasConcept C41008148 @default.
- W4312981036 hasConcept C82990744 @default.
- W4312981036 hasConceptScore W4312981036C115961682 @default.
- W4312981036 hasConceptScore W4312981036C134306372 @default.
- W4312981036 hasConceptScore W4312981036C153180895 @default.
- W4312981036 hasConceptScore W4312981036C153701036 @default.
- W4312981036 hasConceptScore W4312981036C154945302 @default.
- W4312981036 hasConceptScore W4312981036C177264268 @default.
- W4312981036 hasConceptScore W4312981036C199360897 @default.
- W4312981036 hasConceptScore W4312981036C2776151529 @default.
- W4312981036 hasConceptScore W4312981036C2776674983 @default.
- W4312981036 hasConceptScore W4312981036C2781238097 @default.
- W4312981036 hasConceptScore W4312981036C2987933465 @default.
- W4312981036 hasConceptScore W4312981036C31972630 @default.
- W4312981036 hasConceptScore W4312981036C33923547 @default.
- W4312981036 hasConceptScore W4312981036C36503486 @default.
- W4312981036 hasConceptScore W4312981036C38652104 @default.
- W4312981036 hasConceptScore W4312981036C41008148 @default.
- W4312981036 hasConceptScore W4312981036C82990744 @default.
- W4312981036 hasFunder F4320321001 @default.
- W4312981036 hasFunder F4320321659 @default.
- W4312981036 hasFunder F4320321881 @default.
- W4312981036 hasLocation W43129810361 @default.
- W4312981036 hasLocation W43129810362 @default.
- W4312981036 hasOpenAccess W4312981036 @default.
- W4312981036 hasPrimaryLocation W43129810361 @default.
- W4312981036 hasRelatedWork W1988485990 @default.
- W4312981036 hasRelatedWork W2007544051 @default.
- W4312981036 hasRelatedWork W2095705906 @default.
- W4312981036 hasRelatedWork W2283162247 @default.
- W4312981036 hasRelatedWork W2334336442 @default.
- W4312981036 hasRelatedWork W2732308154 @default.
- W4312981036 hasRelatedWork W2975200075 @default.
- W4312981036 hasRelatedWork W3177406559 @default.