Dual‐Stream Fusion and Multi‐scale Analysis: Introducing the Synergistic Dual‐Stream Network (SDS‐Net) for Image Manipulation Segmentation

Dual‐Stream Fusion and Multi‐scale Analysis: Introducing the Synergistic Dual‐Stream Network (SDS‐Net) for Image Manipulation Segmentation

This article introduces the synergistic dual‐stream network (SDS‐Net), a novel neural network architecture that significantly enhances the detection of image manipulations. SDS‐Net employs a unique dual‐stream fusion strategy that processes both RGB image and the corresponding noise map. It innovati...

Full description

Bibliographic Details
Main Authors: HuaQing Song, BaiChuan Lin, LanChi Xie
Format: Article
Language:English
Published: Wiley 2024-04-01
Series:Advanced Intelligent Systems
Subjects:
image forensics
multiscale spatial pyramid
stream fusion
tampering localization
Online Access:https://doi.org/10.1002/aisy.202300749

Internet

https://doi.org/10.1002/aisy.202300749

Similar Items