Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285280089> ?p ?o ?g. }
- W4285280089 endingPage "318" @default.
- W4285280089 startingPage "305" @default.
- W4285280089 abstract "Inter-frame video forgeries can involve insertion, deletion, or duplication of frames with malicious intentions. Most of the available passive methods follow a pixel-correlation based approach that is computationally expensive as it compares each pixel of video frames to identify forgery. In this paper, a histogram-based approach is proposed that is computationally efficient and results in better classification accuracy. It computes histograms of frames having texture characteristics encoded with Local Binary Pattern (LBP). Histogram similarity of adjacent LBP coded frames is measured through the Histogram Intersection comparison metric. The differences of these adjacent metric values provide significant cues for forgery detection, that are further normalized and quantized to obtain a fixed-length feature vector. It makes the proposed approach scalable and hence enhances its applicability for variable-length videos. Training and testing are done using SVM classifier with RBF kernel. The method is capable to detect different kinds of interframe forgeries that include insertion, deletion and duplication. Due to lack of benchmark dataset of interframe video forgeries, a customized dataset is prepared through MoviePy tool that comprises total 1370 videos with interframe forgeries (frame deletion, insertion and duplication). Experimental results demonstrate an overall detection accuracy of 99% that can efficiently detect various kinds of inter-frame video forgeries. A comparative analysis with existing interframe forgery detection approaches is also presented." @default.
- W4285280089 created "2022-07-14" @default.
- W4285280089 creator A5042784011 @default.
- W4285280089 creator A5090633207 @default.
- W4285280089 date "2022-01-01" @default.
- W4285280089 modified "2023-09-26" @default.
- W4285280089 title "Texture Feature Analysis for Inter-Frame Video Tampering Detection" @default.
- W4285280089 cites W1106824476 @default.
- W4285280089 cites W1574818812 @default.
- W4285280089 cites W1911107871 @default.
- W4285280089 cites W1980486363 @default.
- W4285280089 cites W1991569626 @default.
- W4285280089 cites W1997362749 @default.
- W4285280089 cites W2001826293 @default.
- W4285280089 cites W2008913820 @default.
- W4285280089 cites W2016828421 @default.
- W4285280089 cites W2027581567 @default.
- W4285280089 cites W2051670588 @default.
- W4285280089 cites W2066368890 @default.
- W4285280089 cites W2095704959 @default.
- W4285280089 cites W2127496605 @default.
- W4285280089 cites W2137527387 @default.
- W4285280089 cites W2142977543 @default.
- W4285280089 cites W2148851338 @default.
- W4285280089 cites W2161969291 @default.
- W4285280089 cites W2213745441 @default.
- W4285280089 cites W2230678205 @default.
- W4285280089 cites W2472279090 @default.
- W4285280089 cites W2493517828 @default.
- W4285280089 cites W2529169090 @default.
- W4285280089 cites W2577040930 @default.
- W4285280089 cites W2588001850 @default.
- W4285280089 cites W2588720823 @default.
- W4285280089 cites W2591343321 @default.
- W4285280089 cites W2623063646 @default.
- W4285280089 cites W2751590874 @default.
- W4285280089 cites W2772147921 @default.
- W4285280089 cites W2774379608 @default.
- W4285280089 cites W2790620695 @default.
- W4285280089 cites W2791894355 @default.
- W4285280089 cites W2800664266 @default.
- W4285280089 cites W2889458501 @default.
- W4285280089 cites W2892705963 @default.
- W4285280089 cites W2902243384 @default.
- W4285280089 cites W2914785018 @default.
- W4285280089 cites W2920677095 @default.
- W4285280089 cites W2938670194 @default.
- W4285280089 cites W2946219584 @default.
- W4285280089 cites W2963684180 @default.
- W4285280089 cites W3110110343 @default.
- W4285280089 doi "https://doi.org/10.1007/978-981-19-0332-8_22" @default.
- W4285280089 hasPublicationYear "2022" @default.
- W4285280089 type Work @default.
- W4285280089 citedByCount "0" @default.
- W4285280089 crossrefType "book-chapter" @default.
- W4285280089 hasAuthorship W4285280089A5042784011 @default.
- W4285280089 hasAuthorship W4285280089A5090633207 @default.
- W4285280089 hasConcept C115961682 @default.
- W4285280089 hasConcept C12267149 @default.
- W4285280089 hasConcept C126042441 @default.
- W4285280089 hasConcept C138885662 @default.
- W4285280089 hasConcept C153180895 @default.
- W4285280089 hasConcept C154945302 @default.
- W4285280089 hasConcept C160633673 @default.
- W4285280089 hasConcept C172849965 @default.
- W4285280089 hasConcept C2776401178 @default.
- W4285280089 hasConcept C31972630 @default.
- W4285280089 hasConcept C39394851 @default.
- W4285280089 hasConcept C41008148 @default.
- W4285280089 hasConcept C41895202 @default.
- W4285280089 hasConcept C53533937 @default.
- W4285280089 hasConcept C76155785 @default.
- W4285280089 hasConcept C87335442 @default.
- W4285280089 hasConceptScore W4285280089C115961682 @default.
- W4285280089 hasConceptScore W4285280089C12267149 @default.
- W4285280089 hasConceptScore W4285280089C126042441 @default.
- W4285280089 hasConceptScore W4285280089C138885662 @default.
- W4285280089 hasConceptScore W4285280089C153180895 @default.
- W4285280089 hasConceptScore W4285280089C154945302 @default.
- W4285280089 hasConceptScore W4285280089C160633673 @default.
- W4285280089 hasConceptScore W4285280089C172849965 @default.
- W4285280089 hasConceptScore W4285280089C2776401178 @default.
- W4285280089 hasConceptScore W4285280089C31972630 @default.
- W4285280089 hasConceptScore W4285280089C39394851 @default.
- W4285280089 hasConceptScore W4285280089C41008148 @default.
- W4285280089 hasConceptScore W4285280089C41895202 @default.
- W4285280089 hasConceptScore W4285280089C53533937 @default.
- W4285280089 hasConceptScore W4285280089C76155785 @default.
- W4285280089 hasConceptScore W4285280089C87335442 @default.
- W4285280089 hasLocation W42852800891 @default.
- W4285280089 hasOpenAccess W4285280089 @default.
- W4285280089 hasPrimaryLocation W42852800891 @default.
- W4285280089 hasRelatedWork W121273120 @default.
- W4285280089 hasRelatedWork W1566030314 @default.
- W4285280089 hasRelatedWork W2396912247 @default.
- W4285280089 hasRelatedWork W2537156416 @default.
- W4285280089 hasRelatedWork W2560749169 @default.
- W4285280089 hasRelatedWork W2769824387 @default.