3 papers
cs.CV2024
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization
Yakun Niu, Pei Chen, Lei Zhang +2
Image Splicing Localization (ISL) is a fundamental yet challenging task in digital forensics. Although current approaches have achieved promising performance, the edge information…
cs.CV2024
Learning on Less: Constraining Pre-trained Model Learning for Generalizable Diffusion-Generated Image Detection
Yingjian Chen, Lei Zhang, Yakun Niu +2
Diffusion Models enable realistic image generation, raising the risk of misinformation and eroding public trust. Currently, detecting images generated by unseen diffusion models re…
cs.CV2024
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation
Yakun Niu, Pei Chen, Lei Zhang +2
Image Forgery Localization (IFL) technology aims to detect and locate the forged areas in an image, which is very important in the field of digital forensics. However, existing IFL…