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Image Forensics

6 papers with code · Computer Vision

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Fighting Fake News: Image Splice Detection via Learned Self-Consistency

ECCV 2018 minyoungg/selfconsistency

In this paper, we propose a learning algorithm for detecting visual image manipulations that is trained only using a large dataset of real photographs.

IMAGE FORENSICS

MesoNet: a Compact Facial Video Forgery Detection Network

4 Sep 2018DariusAf/MesoNet

This paper presents a method to automatically and efficiently detect face tampering in videos, and particularly focuses on two recent techniques used to generate hyper-realistic forged videos: Deepfake and Face2Face.

DEEPFAKE DETECTION FACE SWAPPING FAKE IMAGE DETECTION IMAGE FORENSICS

Image Forensics: Detecting duplication of scientific images with manipulation-invariant image similarity

19 Feb 2018teddykoker/image-forensics

Manipulation and re-use of images in scientific publications is a concerning problem that currently lacks a scalable solution.

IMAGE FORENSICS

CNN-based fast source device identification

31 Jan 2020polimi-ispl/cnn-fast-sdi

Source identification is an important topic in image forensics, since it allows to trace back the origin of an image.

IMAGE FORENSICS

First Steps Toward Camera Model Identification with Convolutional Neural Networks

3 Mar 2016polimi-ispl/camera-model-identification-with-cnn

Detecting the camera model used to shoot a picture enables to solve a wide series of forensic problems, from copyright infringement to ownership attribution.

IMAGE FORENSICS

A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection

15 Sep 2019FrancescoMarra/E2E-ForgeryDetection

Due to limited computational and memory resources, current deep learning models accept only rather small images in input, calling for preliminary image resizing.

IMAGE FORENSICS