paper-with-me

Papers

Differential Imaging Forensics

2019-06-12 · Aurélien Bourquard, Jeff Yan

We introduce some new forensics based on differential imaging, where a novel category of visual evidence created via subtle interactions of light with a scene, such as dim reflections, can be computationally extracted and amplified from an image of interest through a comparative analysis with an additional reference baseline image acquired under similar conditions. This paradigm of differential imaging forensics (DIF) enables forensic examiners for the first time to retrieve the said visual evidence that is readily available in an image or video footage but would otherwise remain faint or even invisible to a human observer. We demonstrate the relevance and effectiveness of our approach through practical experiments. We also show that DIF provides a novel method for detecting forged images and video clips, including deep fakes.

📄 PDF Abstract BibTeX arXiv:1906.05268

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Wallcamera: Reinventing the Wheel?

2024-07-22 · Aurélien Bourquard, Jeff Yan

Developed at MIT CSAIL, the Wallcamera has captivated the public's imagination. Here, we show that the key insight underlying the Wallcamera is the same one that underpins the concept and the prototype of differential im…

Activity RecognitionFace Swapping

High dynamic range image forensics using cnn

2019-02-28 · Yongqing Huo, Xiaofeng Zhu

High dynamic range (HDR) imaging has recently drawn much attention in multimedia community. In this paper, we proposed a HDR image forensics method based on convolutional neural network (CNN).To our best knowledge, this …

Image Forensicsinverse tone mappingInverse-Tone-MappingTone Mapping+1

CTForensics: A Comprehensive Dataset and Method for AI-Generated CT Image Detection

2026-03-02 · Yiheng Li, Zichang Tan, Guoqing Xu, Yichun Yeh 외 arxiv

Recent advances in generative AI have made synthetic Computed Tomography (CT) images increasingly realistic, enabling promising applications in medical data augmentation while raising serious concerns about clinical safe…

Data Augmentation

Live Forensics for Distributed Storage Systems

2019-07-24 · Saurabh Jha, Shengkun Cui, Tianyin Xu, Jeremy Enos 외

We present Kaleidoscope an innovative system that supports live forensics for application performance problems caused by either individual component failures or resource contention issues in large-scale distributed stora…

Attribute

Warwick Image Forensics Dataset for Device Fingerprinting In Multimedia Forensics

2020-04-22 · Yijun Quan, Chang-Tsun Li, Yujue Zhou, Li Li

Device fingerprints like sensor pattern noise (SPN) are widely used for provenance analysis and image authentication. Over the past few years, the rapid advancement in digital photography has greatly reshaped the pipelin…

Image Forensics