Detecting Image Forgeries using Geometric Cues
Abstract
A framework for detecting fake regions using watermarking and blind approaches is described, with a detailed focus on state-of-the-art methods within the geometric-based techniques category.
This chapter presents a framework for detecting fake regions by using various methods including watermarking technique and blind approaches. In particular, we describe current categories on blind approaches which can be divided into five: pixel-based techniques, format-based techniques, camera-based techniques, physically-based techniques and geometric-based techniques. Then we take a second look on the geometric-based techniques and further categorize them in detail. In the following section, the state-of-the-art methods involved in the geometric technique are elaborated.
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