Lip-Audio Modality Fusion for Deep Forgery Video Detection
Source abstract
Abstract
In response to the problem of traditional methods ignoring audio modality tampering, this study aims to explore an effective deep forgery video detection technique that improves detection precision and reliability by fusing l... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Digital Media Forensic Detection · Generative Adversarial Networks and Image Synthesis · Speech and Audio Processing
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (37)
Show source-provided references
1. A comprehensive survey of image and video forgery techniques: Variants, challenges, and future directions10.1007/s00530-021-00873-8 ↗
2. Image forgery detection: A survey of recent deep-learning approaches10.1007/s11042-022-13797-w ↗
3. Deep convolutional neural network for graphics forgery detection in video10.1007/s11277-020-07126-3 ↗
4. Deep feature based forgery detection in video using parallel convolutional neural network: VFID-Net10.1007/s11042-021-11448-0 ↗
5. Dual adaptive deep convolutional neural network for video forgery detection in 3D lighting environment10.1007/s00371-020-01992-5 ↗
6. Using deep learning to detect deepfake videos
7. Multiple forgery detection in digital video with VGG-16-based deep neural network and KPCA10.1007/s11042-023-15561-0 ↗
8. A detailed analysis of image and video forgery detection techniques10.1007/s00371-021-02347-4 ↗
9. Copy move and splicing forgery detection using deep convolution neural network, and semantic segmentation10.1007/s11042-020-09816-3 ↗
10. Visual attention-based deepfake video forgery detection10.1007/s10044-022-01083-2 ↗
11. Video splicing detection and localization based on multi-level deep feature fusion and reinforcement learning10.1007/s11042-022-13001-z ↗
12. Dynamic-aware federated learning for face forgery video detection
13. Siamese neural network based few-shot learning for anomaly detection in industrial cyber-physical systems10.1109/TII.2020.3047675 ↗
14. Multitarget tracking using Siamese neural networks10.1145/3441656 ↗
15. An upgraded siamese neural network for motion tracking in ultrasound image sequences10.1109/TUFFC.2021.3095299 ↗
16. Exposing AI generated deepfake images using siamese network with triplet loss10.31577/cai_2022_6_1541 ↗
17. CASNet: A cross-attention siamese network for video salient object detection10.1109/TNNLS.2020.3007534 ↗
18. Leveraging siamese networks for one-shot intrusion detection model10.1007/s10844-022-00747-z ↗
19. LSTM-based Siamese neural network for Urdu news story segmentation10.1007/s10032-023-00441-y ↗
20. DSCN-net: A deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection10.1007/s11042-022-13008-6 ↗
21. A Siamese network-based image matching algorithm
22. Mobile phone model recognition method based on Siamese convolutional neural network
23. A survey of convolutional neural networks: Analysis, applications, and prospects10.1109/TNNLS.2021.3084827 ↗
24. Convolutional neural networks as a model of the visual system: Past, present, and future10.1162/jocn_a_01544 ↗
25. Histogram of oriented gradients feature extraction from raw bayer pattern images
26. Phase-based classification for arm gesture and gross-motor activities using histogram of oriented gradients10.1109/JSEN.2020.3044675 ↗
27. Analysis of medical image resizing using bicubic interpolation algorithm10.24843/JIK.2021.v14.i01.p03 ↗
28. An efficient bicubic interpolation implementation for real-time image processing using hybrid computing10.1007/s11554-022-01254-8 ↗
29. Taylor moment expansion for continuous-discrete Gaussian filtering10.1109/TAC.2020.3047367 ↗
30. Modified Gaussian filter algorithm using quadtree segmentation in AWGN environment
31. A method of variable neighborhood search and human ear masking music generation
32. Research on sound intensity balance and sound clarity improvement in speaker systems
33. Energy-efficient fast Fourier transform for real-valued applications
34. Induction motor speed estimation based on airgap flux measurement using Hilbert transform and fast Fourier transform10.1109/JSEN.2022.3176085 ↗
35. A performance enhancement of deepfake video detection through the use of a hybrid CNN deep learning model
36. LW-DeepFakeNet: A lightweight time distributed CNN-LSTM network for real-time DeepFake video detection10.1007/s11760-023-02633-9 ↗
37. Detection of copy-move forgery in digital image using multi-scale, multi-stage deep learning model10.1007/s11063-021-10620-9 ↗