Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis? ... Abstract: The pervasive availability of the Internet, coupled with the development of increasingly powerful technologies, has led digital images to be the primary source of visual information in nowadays society.

Request PDF | On Dec 1, 2016, Paolo Rota and others published Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis? | Find, read and cite all the research you need on ResearchGate.

Bad Teacher or Unruly Student: Can Deep Learning. Say Something in Image Forensics Analysis? Paolo Rota∗, Enver Sangineto†, Valentina Conotter‡ and ... To our best knowledge, this the first attempt to use the deep learning paradigm in an image forensic scenario. In particular, we propose a new blind deep ...

Title: Bad Teacher or Unruly Student: Can Deep Learning Say Something in Image Forensics Analysis? ; Authors: Rota, Paolo · Sangineto, Enver · Conotter, Valentina · Pramerdorfer, Christopher ; Issue Date: 2016 ; Citation: Rota, P., Sangineto, E., Conotter, V., & Pramerdorfer, C. (2016).

Bad Teacher or Unruly Student: Can Deep Learning Say Something in Image Forensics Analysis? In <i>Proceedings of the International Conference on Pattern Recognition 2016</i>. 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun, Mexiko, Non-EU. http://hdl.handle.net/20.500.12708/56507</div> ...

Bad teacher or unruly student: Can deep learning say something in image forensics analysis? P Rota, E Sangineto, V Conotter, C Pramerdorfer. 2016 23rd International Conference on Pattern Recognition (ICPR), 2503-2508, 2016. 33, 2016. Clustering of cell populations in flow cytometry data using a combination of Gaussian ...

Stamm. 2016. A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer. In Proceedings of the 4th ACM Workshop on ... Rota, E. Sangineto, V. Conotter and C. Pramerdorfer, "Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis?," 2016 ...

Pramerdorfer: "Bad Teacher or Unruly Student: Can Deep Learning Say Something in Image Forensics Analysis?"; Poster: 23rd International Conference on Pattern Recognition (ICPR 2016), Cancun, Mexiko; 2016-12-04 - 2016-12-08; in: "Proceedings of the International Conference on Pattern Recognition 2016", (2016).

Mar 19, 2024 · Here we proposed a combination of traditional handcrafted features along with a deep learning model to differentiate between authentic and tampered images. We have presented a dual-branch Convolutional Neural Network in conjunction with Error Level Analysis and noise residuals from Spatial Rich Model.

"Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis?." 23rd International Conference on Pattern Recognition (ICPR), 2016. pdf; Böhme, Rainer, and Matthias Kirchner. "Counter-forensics: Attacking image forensics." Digital Image Forensics. Springer New York, 2013. pdf