Matches in SemOpenAlex for { <https://semopenalex.org/work/W4298203598> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4298203598 abstract "Recapturing and rebroadcasting of images are common attack methods in insurance frauds and face identification spoofing, and an increasing number of detection techniques were introduced to handle this problem. However, most of them ignored the domain generalization scenario and scale variances, with an inferior performance on domain shift situations, and normally were exacerbated by intra-domain and inter-domain scale variances. In this paper, we propose a scale alignment domain generalization framework (SADG) to address these challenges. First, an adversarial domain discriminator is exploited to minimize the discrepancies of image representation distributions among different domains. Meanwhile, we exploit triplet loss as a local constraint to achieve a clearer decision boundary. Moreover, a scale alignment loss is introduced as a global relationship regularization to force the image representations of the same class across different scales to be undistinguishable. Experimental results on four databases and comparison with state-of-the-art approaches show that better performance can be achieved using our framework." @default.
- W4298203598 created "2022-10-01" @default.
- W4298203598 creator A5060330789 @default.
- W4298203598 creator A5069994888 @default.
- W4298203598 creator A5070149523 @default.
- W4298203598 creator A5076859280 @default.
- W4298203598 creator A5088072972 @default.
- W4298203598 date "2021-10-07" @default.
- W4298203598 modified "2023-10-17" @default.
- W4298203598 title "Scale Invariant Domain Generalization Image Recapture Detection" @default.
- W4298203598 doi "https://doi.org/10.48550/arxiv.2110.03496" @default.
- W4298203598 hasPublicationYear "2021" @default.
- W4298203598 type Work @default.
- W4298203598 citedByCount "0" @default.
- W4298203598 crossrefType "posted-content" @default.
- W4298203598 hasAuthorship W4298203598A5060330789 @default.
- W4298203598 hasAuthorship W4298203598A5069994888 @default.
- W4298203598 hasAuthorship W4298203598A5070149523 @default.
- W4298203598 hasAuthorship W4298203598A5076859280 @default.
- W4298203598 hasAuthorship W4298203598A5088072972 @default.
- W4298203598 hasBestOaLocation W42982035981 @default.
- W4298203598 hasConcept C11413529 @default.
- W4298203598 hasConcept C115961682 @default.
- W4298203598 hasConcept C121332964 @default.
- W4298203598 hasConcept C134306372 @default.
- W4298203598 hasConcept C153180895 @default.
- W4298203598 hasConcept C154945302 @default.
- W4298203598 hasConcept C165696696 @default.
- W4298203598 hasConcept C177148314 @default.
- W4298203598 hasConcept C190470478 @default.
- W4298203598 hasConcept C2776135515 @default.
- W4298203598 hasConcept C2778755073 @default.
- W4298203598 hasConcept C2779803651 @default.
- W4298203598 hasConcept C33923547 @default.
- W4298203598 hasConcept C36503486 @default.
- W4298203598 hasConcept C37914503 @default.
- W4298203598 hasConcept C38652104 @default.
- W4298203598 hasConcept C41008148 @default.
- W4298203598 hasConcept C62520636 @default.
- W4298203598 hasConcept C76155785 @default.
- W4298203598 hasConcept C94915269 @default.
- W4298203598 hasConceptScore W4298203598C11413529 @default.
- W4298203598 hasConceptScore W4298203598C115961682 @default.
- W4298203598 hasConceptScore W4298203598C121332964 @default.
- W4298203598 hasConceptScore W4298203598C134306372 @default.
- W4298203598 hasConceptScore W4298203598C153180895 @default.
- W4298203598 hasConceptScore W4298203598C154945302 @default.
- W4298203598 hasConceptScore W4298203598C165696696 @default.
- W4298203598 hasConceptScore W4298203598C177148314 @default.
- W4298203598 hasConceptScore W4298203598C190470478 @default.
- W4298203598 hasConceptScore W4298203598C2776135515 @default.
- W4298203598 hasConceptScore W4298203598C2778755073 @default.
- W4298203598 hasConceptScore W4298203598C2779803651 @default.
- W4298203598 hasConceptScore W4298203598C33923547 @default.
- W4298203598 hasConceptScore W4298203598C36503486 @default.
- W4298203598 hasConceptScore W4298203598C37914503 @default.
- W4298203598 hasConceptScore W4298203598C38652104 @default.
- W4298203598 hasConceptScore W4298203598C41008148 @default.
- W4298203598 hasConceptScore W4298203598C62520636 @default.
- W4298203598 hasConceptScore W4298203598C76155785 @default.
- W4298203598 hasConceptScore W4298203598C94915269 @default.
- W4298203598 hasLocation W42982035981 @default.
- W4298203598 hasOpenAccess W4298203598 @default.
- W4298203598 hasPrimaryLocation W42982035981 @default.
- W4298203598 hasRelatedWork W2025991752 @default.
- W4298203598 hasRelatedWork W2304335157 @default.
- W4298203598 hasRelatedWork W2353481744 @default.
- W4298203598 hasRelatedWork W2792536757 @default.
- W4298203598 hasRelatedWork W2975513049 @default.
- W4298203598 hasRelatedWork W2987403800 @default.
- W4298203598 hasRelatedWork W3130067266 @default.
- W4298203598 hasRelatedWork W3131018743 @default.
- W4298203598 hasRelatedWork W4292595572 @default.
- W4298203598 hasRelatedWork W4361193048 @default.
- W4298203598 isParatext "false" @default.
- W4298203598 isRetracted "false" @default.
- W4298203598 workType "article" @default.