Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313443847> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4313443847 abstract "Face manipulation detection has been receiving a lot of attention for the reliability and security of the face images. Recent studies focus on using auxiliary information or prior knowledge to capture robust manipulation traces, which are shown to be promising. As one of the important face features, the face depth map, which has shown to be effective in other areas such as the face recognition or face detection, is unfortunately paid little attention to in literature for detecting the manipulated face images. In this paper, we explore the possibility of incorporating the face depth map as auxiliary information to tackle the problem of face manipulation detection in real world applications. To this end, we first propose a Face Depth Map Transformer (FDMT) to estimate the face depth map patch by patch from a RGB face image, which is able to capture the local depth anomaly created due to manipulation. The estimated face depth map is then considered as auxiliary information to be integrated with the backbone features using a Multi-head Depth Attention (MDA) mechanism that is newly designed. Various experiments demonstrate the advantage of our proposed method for face manipulation detection." @default.
- W4313443847 created "2023-01-06" @default.
- W4313443847 creator A5026512168 @default.
- W4313443847 creator A5054324316 @default.
- W4313443847 creator A5056474525 @default.
- W4313443847 creator A5071724015 @default.
- W4313443847 creator A5074988986 @default.
- W4313443847 date "2022-12-29" @default.
- W4313443847 modified "2023-09-26" @default.
- W4313443847 title "Exploring Depth Information for Face Manipulation Detection" @default.
- W4313443847 doi "https://doi.org/10.48550/arxiv.2212.14230" @default.
- W4313443847 hasPublicationYear "2022" @default.
- W4313443847 type Work @default.
- W4313443847 citedByCount "0" @default.
- W4313443847 crossrefType "posted-content" @default.
- W4313443847 hasAuthorship W4313443847A5026512168 @default.
- W4313443847 hasAuthorship W4313443847A5054324316 @default.
- W4313443847 hasAuthorship W4313443847A5056474525 @default.
- W4313443847 hasAuthorship W4313443847A5071724015 @default.
- W4313443847 hasAuthorship W4313443847A5074988986 @default.
- W4313443847 hasBestOaLocation W43134438471 @default.
- W4313443847 hasConcept C115961682 @default.
- W4313443847 hasConcept C120665830 @default.
- W4313443847 hasConcept C121332964 @default.
- W4313443847 hasConcept C141268832 @default.
- W4313443847 hasConcept C144024400 @default.
- W4313443847 hasConcept C153180895 @default.
- W4313443847 hasConcept C154945302 @default.
- W4313443847 hasConcept C192209626 @default.
- W4313443847 hasConcept C2779304628 @default.
- W4313443847 hasConcept C31510193 @default.
- W4313443847 hasConcept C31972630 @default.
- W4313443847 hasConcept C36289849 @default.
- W4313443847 hasConcept C41008148 @default.
- W4313443847 hasConcept C4641261 @default.
- W4313443847 hasConcept C71681937 @default.
- W4313443847 hasConcept C82990744 @default.
- W4313443847 hasConceptScore W4313443847C115961682 @default.
- W4313443847 hasConceptScore W4313443847C120665830 @default.
- W4313443847 hasConceptScore W4313443847C121332964 @default.
- W4313443847 hasConceptScore W4313443847C141268832 @default.
- W4313443847 hasConceptScore W4313443847C144024400 @default.
- W4313443847 hasConceptScore W4313443847C153180895 @default.
- W4313443847 hasConceptScore W4313443847C154945302 @default.
- W4313443847 hasConceptScore W4313443847C192209626 @default.
- W4313443847 hasConceptScore W4313443847C2779304628 @default.
- W4313443847 hasConceptScore W4313443847C31510193 @default.
- W4313443847 hasConceptScore W4313443847C31972630 @default.
- W4313443847 hasConceptScore W4313443847C36289849 @default.
- W4313443847 hasConceptScore W4313443847C41008148 @default.
- W4313443847 hasConceptScore W4313443847C4641261 @default.
- W4313443847 hasConceptScore W4313443847C71681937 @default.
- W4313443847 hasConceptScore W4313443847C82990744 @default.
- W4313443847 hasLocation W43134438471 @default.
- W4313443847 hasOpenAccess W4313443847 @default.
- W4313443847 hasPrimaryLocation W43134438471 @default.
- W4313443847 hasRelatedWork W1560697087 @default.
- W4313443847 hasRelatedWork W1589930024 @default.
- W4313443847 hasRelatedWork W1989039360 @default.
- W4313443847 hasRelatedWork W2003685048 @default.
- W4313443847 hasRelatedWork W2372194912 @default.
- W4313443847 hasRelatedWork W2532573070 @default.
- W4313443847 hasRelatedWork W2607108626 @default.
- W4313443847 hasRelatedWork W269042006 @default.
- W4313443847 hasRelatedWork W2884888700 @default.
- W4313443847 hasRelatedWork W4206705110 @default.
- W4313443847 isParatext "false" @default.
- W4313443847 isRetracted "false" @default.
- W4313443847 workType "article" @default.