FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2916060533> ?p ?o ?g. }

• W2916060533 abstract "As JPEG is the most widely used image format, the importance of tampering detection for JPEG images in blind forensics is self-evident. In this area, extracting effective statistical characteristics from a JPEG image for classification remains a challenge. Effective features are designed manually in traditional methods, suggesting that extensive labor-consuming research and derivation is required. In this paper, we propose a novel image tampering detection method based on deep multi-scale discriminative networks (MSD-Nets). The multi-scale module is designed to automatically extract multiple features from the discrete cosine transform (DCT) coefficient histograms of the JPEG image. This module can capture the characteristic information in different scale spaces. In addition, a discriminative module is also utilized to improve the detection effect of the networks in those difficult situations when the first compression quality (QF1) is higher than the second one (QF2). A special network in this module is designed to distinguish the small statistical difference between authentic and tampered regions in these cases. Finally, a probability map can be obtained and the specific tampering area is located using the last classification results. Extensive experiments demonstrate the superiority of our proposed method in both quantitative and qualitative metrics when compared with state-of-the-art approaches." @default.
• W2916060533 created "2019-03-02" @default.
• W2916060533 creator A5001819736 @default.
• W2916060533 creator A5012891207 @default.
• W2916060533 creator A5015874725 @default.
• W2916060533 creator A5056569344 @default.
• W2916060533 date "2019-04-04" @default.
• W2916060533 modified "2023-09-24" @default.
• W2916060533 title "Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics" @default.
• W2916060533 cites W1515615411 @default.
• W2916060533 cites W1523493493 @default.
• W2916060533 cites W1966999409 @default.
• W2916060533 cites W1972166096 @default.
• W2916060533 cites W1982445504 @default.
• W2916060533 cites W1985729543 @default.
• W2916060533 cites W1994743750 @default.
• W2916060533 cites W2004074725 @default.
• W2916060533 cites W200526583 @default.
• W2916060533 cites W2026394106 @default.
• W2916060533 cites W2036190666 @default.
• W2916060533 cites W2049031636 @default.
• W2916060533 cites W2052312170 @default.
• W2916060533 cites W2058860584 @default.
• W2916060533 cites W2070040249 @default.
• W2916060533 cites W2088023168 @default.
• W2916060533 cites W2088263286 @default.
• W2916060533 cites W2096933452 @default.
• W2916060533 cites W2111280862 @default.
• W2916060533 cites W2112796928 @default.
• W2916060533 cites W2148461049 @default.
• W2916060533 cites W2155893237 @default.
• W2916060533 cites W2163605009 @default.
• W2916060533 cites W2164990255 @default.
• W2916060533 cites W2205696776 @default.
• W2916060533 cites W2270683370 @default.
• W2916060533 cites W2292366347 @default.
• W2916060533 cites W2294215176 @default.
• W2916060533 cites W2337325616 @default.
• W2916060533 cites W2406600653 @default.
• W2916060533 cites W2407561938 @default.
• W2916060533 cites W2412509443 @default.
• W2916060533 cites W2487852963 @default.
• W2916060533 cites W2517064760 @default.
• W2916060533 cites W2531817238 @default.
• W2916060533 cites W2560026874 @default.
• W2916060533 cites W2561004319 @default.
• W2916060533 cites W2561315210 @default.
• W2916060533 cites W2596832842 @default.
• W2916060533 cites W2734103229 @default.
• W2916060533 cites W2740726992 @default.
• W2916060533 cites W2743750471 @default.
• W2916060533 cites W2756220878 @default.
• W2916060533 cites W2962830107 @default.
• W2916060533 doi "https://doi.org/10.48550/arxiv.1904.02520" @default.
• W2916060533 hasPublicationYear "2019" @default.
• W2916060533 type Work @default.
• W2916060533 sameAs 2916060533 @default.
• W2916060533 citedByCount "0" @default.
• W2916060533 crossrefType "posted-content" @default.
• W2916060533 hasAuthorship W2916060533A5001819736 @default.
• W2916060533 hasAuthorship W2916060533A5012891207 @default.
• W2916060533 hasAuthorship W2916060533A5015874725 @default.
• W2916060533 hasAuthorship W2916060533A5056569344 @default.
• W2916060533 hasBestOaLocation W29160605331 @default.
• W2916060533 hasConcept C115961682 @default.
• W2916060533 hasConcept C121332964 @default.
• W2916060533 hasConcept C153180895 @default.
• W2916060533 hasConcept C154945302 @default.
• W2916060533 hasConcept C169805256 @default.
• W2916060533 hasConcept C198751489 @default.
• W2916060533 hasConcept C2221639 @default.
• W2916060533 hasConcept C2778755073 @default.
• W2916060533 hasConcept C28855332 @default.
• W2916060533 hasConcept C31972630 @default.
• W2916060533 hasConcept C41008148 @default.
• W2916060533 hasConcept C53533937 @default.
• W2916060533 hasConcept C62520636 @default.
• W2916060533 hasConcept C97931131 @default.
• W2916060533 hasConceptScore W2916060533C115961682 @default.
• W2916060533 hasConceptScore W2916060533C121332964 @default.
• W2916060533 hasConceptScore W2916060533C153180895 @default.
• W2916060533 hasConceptScore W2916060533C154945302 @default.
• W2916060533 hasConceptScore W2916060533C169805256 @default.
• W2916060533 hasConceptScore W2916060533C198751489 @default.
• W2916060533 hasConceptScore W2916060533C2221639 @default.
• W2916060533 hasConceptScore W2916060533C2778755073 @default.
• W2916060533 hasConceptScore W2916060533C28855332 @default.
• W2916060533 hasConceptScore W2916060533C31972630 @default.
• W2916060533 hasConceptScore W2916060533C41008148 @default.
• W2916060533 hasConceptScore W2916060533C53533937 @default.
• W2916060533 hasConceptScore W2916060533C62520636 @default.
• W2916060533 hasConceptScore W2916060533C97931131 @default.
• W2916060533 hasLocation W29160605331 @default.
• W2916060533 hasOpenAccess W2916060533 @default.
• W2916060533 hasPrimaryLocation W29160605331 @default.
• W2916060533 hasRelatedWork W1498259939 @default.
• W2916060533 hasRelatedWork W1982774199 @default.
• W2916060533 hasRelatedWork W1990254706 @default.
• W2916060533 hasRelatedWork W1998599144 @default.
• W2916060533 hasRelatedWork W2114072031 @default.

• next