Image and Video Forensics

Nowadays, images and videos have become the main modalities of information being exchanged in everyday life, and their pervasiveness has led the image forensics community to question their reliability, integrity, confidentiality, and security. Multimedia contents are generated in many different ways...

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Médium:	Online
Jazyk:	angličtina
Vydáno:	MDPI - Multidisciplinary Digital Publishing Institute 2022
Témata:	face morphing forensics detection face landmarks automatic border control biometrics facial recognition facial anti-spoofing facial Presentation Attack Detection (PAD) RGB camera-based anti-spoofing methods deep learning survey computer vision pattern recognition PRNU photo response non-uniformity source camera identification videos compression snapchat resolution camera fingerprint smartphone identification user profile linking digital investigations social network classification inter-frame forgery digital forensics correlation SVD Harris GLCM Tensor video forensic digital image forensics source identification GAN-generated image detection copy-move forgery detection fake image transfer learning VGG image forensics fake image detection neural network Deepfake anomaly detection UAV videos deep one-class cybersecurity multimedia content manipulation deepfake convolutional neural networks support vector machines discrete fourier transform DeepFake detection hand-crafted features forensic process model plausibility of decisions forensic evidence evaluation video source attribution likelihood ratio performance blind estimation forged image detection heatmap JPEG noise level function deepfake detection Generative Adversarial Networks multimedia forensics camera model identification video forensics audio forensics media forensics social media platform identification deepfakes facial manipulations social networks estimation by rotational invariant techniques (ESPRIT) short-time Fourier transform (STFT) multiple signal classification (MUSIC) simple linear iterative clustering (SLIC) n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
On-line přístup:	ONIX_20220224_9783036528076_19
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ONIX_20220224_9783036528076_19

Image and Video Forensics

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