Image Manipulation Detection

8 papers with code • 0 benchmarks • 0 datasets

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Latest papers with code

Video Face Manipulation Detection Through Ensemble of CNNs

polimi-ispl/icpr2020dfdc 16 Apr 2020

In this paper, we tackle the problem of face manipulation detection in video sequences targeting modern facial manipulation techniques.

DeepFake Detection Detecting Image Manipulation +5

84
16 Apr 2020

Constrained R-CNN: A general image manipulation detection model

HuizhouLi/Constrained-R-CNN 19 Nov 2019

Finally, the coarse localization information guides the model to further learn the finer local features and segment out the tampered region.

General Classification Image Forensics +3

39
19 Nov 2019

Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples

ehsannowroozi/RDFS 25 Oct 2019

We investigate if the random feature selection approach proposed in [1] to improve the robustness of forensic detectors to targeted attacks, can be extended to detectors based on deep learning features.

Feature Selection Image Manipulation +1

1
25 Oct 2019

Detecting Photoshopped Faces by Scripting Photoshop

PeterWang512/FALdetector ICCV 2019

Most malicious photo manipulations are created using standard image editing tools, such as Adobe Photoshop.

Image Manipulation Detection

1,097
13 Jun 2019

Neural Imaging Pipelines - the Scourge or Hope of Forensics?

pkorus/neural-imaging 27 Feb 2019

This paper explores end-to-end optimization of the entire image acquisition and distribution workflow to facilitate reliable forensic analysis at the end of the distribution channel, where state-of-the-art forensic techniques fail.

Image Manipulation Image Manipulation Detection

92
27 Feb 2019

Generate, Segment and Refine: Towards Generic Manipulation Segmentation

pengzhou1108/GSRNet 24 Nov 2018

The advent of image sharing platforms and the easy availability of advanced photo editing software have resulted in a large quantities of manipulated images being shared on the internet.

Detecting Image Manipulation Image Generation +3

13
24 Nov 2018

Learning Rich Features for Image Manipulation Detection

LarryJiang134/Image_manipulation_detection CVPR 2018

Image manipulation detection is different from traditional semantic object detection because it pays more attention to tampering artifacts than to image content, which suggests that richer features need to be learned.

Image Manipulation Image Manipulation Detection +1

221
13 May 2018