It can be seen that LNMOP can be used as an effective feature for the detection of seam carving.
Nov 11, 2019
With the linear SVM classifier, the experimental works have demonstrated that the proposed approach can successfully detect seam carving. It outperforms the ...
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What is a seam carving?
Seam carving is a method for resizing images to a desired target size with the goal of preserving the contents of the image. Introduced by Avidan & Shamir [1],it is a content-aware procedure that supports reduction and expansion.
What is seam carving for content aware image resizing?
Seam carving uses an energy function defining the importance of pixels. A seam is a connected path of low energy pixels crossing the image from top to bottom, or from left to right. By successively removing or insert- ing seams we can reduce, as well as enlarge, the size of an image in both directions (see Figure 1).
How is the energy of a pixel determined in the context of seam carving?
Find the cumulative energies for all pixels along a seam starting from the second row using the formula below: M[i,j] = E[i, j] + min(M[i - 1, j - 1], M[i - 1, j], M[i - 1, j + 1]) , where M is the matrix of cumulative energies and E is the energy for any pixel located at row i and column j, and the first row of M is ...
Sep 4, 2021 · In this paper, we propose a two-step method to detect and localize seam carved images. First, we build a detector to detect small patches in an ...
On detecting seam carving in JPEG images and geometrical transformed uncompressed images, the proposed approach has also shown promising performance. read more.
Sarker et al. proposed a blind seam carving detection system which models the distinction JPEG 2-D array with Markov random process; in their detection system, ...
Aug 1, 2017 · With the linear SVM classifier, the experimental works have demonstrated that the proposed approach can successfully detect seam carving. It ...
Nov 1, 2021 · The aim of this paper is to introduce a new blind detection method for identifying retargeted images based on seam carving. For this purpose, a ...
While there are methods to detect seam carving based manipulations, this is the first time that robust localization and detection of seam carving forgery is.
Mayachitra-Inc/SeeTheSeams: Localized Detection of Seam ...
github.com › Mayachitra-Inc › SeeTheSe...
This work presents a novel approach for detecting and localizing seams in such images. While there are methods to detect seam carving based manipulations ...
One naive way to apply seam carving is to simply carve each frame independently of the others, however such an approach can lead to noticeable artifacts and ...