Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database

Author:

Bammey Quentin1,Nikoukhah Tina1,Gardella Marina1,von Gioi Rafael Grompone1,Colom Miguel1,Morel Jean-Michel1

Affiliation:

1. Centre Borelli – École Normale Supérieure Paris-Saclay – Université Paris-Saclay

Funder

Arm

Publisher

IEEE

Reference49 articles.

1. Statistical tools for digital forensics;popescu;Information Hiding,2004

2. Jpeg grid detection based on the number of dct zeros and its application to automatic and localized forgery detection;nikoukhah;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops,2019

3. Exposing Region Splicing Forgeries with Blind Local Noise Estimation

4. From the Sensor to Color Images

5. Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis

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1. Compression Robustness of Digital Image Forensics Evaluating Demosaicing Consistency;2024 12th International Workshop on Biometrics and Forensics (IWBF);2024-04-11

2. Image Forgery Detection Based on Noise Inspection: Analysis and Refinement of the Noisesniffer Method;Image Processing On Line;2024-04-04

3. TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

4. JADE OWL: JPEG 2000 Forensics by Wavelet Offset Consistency Analysis;2023 8th International Conference on Image, Vision and Computing (ICIVC);2023-07-27

5. Synthbuster: Towards Detection of Diffusion Model Generated Images;IEEE Open Journal of Signal Processing;2023

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