Publications

@article{garcia-ordas_automatic_2013,

title = {Automatic tampering detection in spliced images with different compression levels},

author = {Diego García-Ordás and Laura Fernández-Robles and Enrique Alegre and María Teresa García-Ordás and Óscar García-Olalla Olivera},

url = {https://link.springer.com/chapter/10.1007/978-3-642-38628-2_49},

year  = {2013},

date = {2013-01-01},

urldate = {2013-01-01},

journal = {Pattern Recognition and Image Analysis: 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings 6},

pages = {416–423},

abstract = {This paper presents a blind tampering detection method using JPEG ghosts to identify spliced regions with different compression levels. A Support Vector Machine classifier is trained on recompressed images. The method achieved over 97% accuracy on the Columbia dataset and 98.71% on the CASIA1 dataset, outperforming previous techniques, especially for small tampered regions.},

note = {Publisher: Springer Berlin Heidelberg},

keywords = {image forensics, JPEG ghosts, machine learning, tampering detection},

pubstate = {published},

tppubtype = {article}

}