4 papers · 1 filter
Video Inpainting Localization with Contrastive Learning
Zijie Lou, Gang Cao, Man Lin
Deep video inpainting is typically used as malicious manipulation to remove important objects for creating fake videos. It is significant to identify the inpainted regions blindly.…
Trusted Video Inpainting Localization via Deep Attentive Noise Learning
Zijie Lou, Gang Cao, Man Lin
Digital video inpainting techniques have been substantially improved with deep learning in recent years. Although inpainting is originally designed to repair damaged areas, it can…
AI-Generated Video Detection via Spatio-Temporal Anomaly Learning
Jianfa Bai, Man Lin, Gang Cao
The advancement of generation models has led to the emergence of highly realistic artificial intelligence (AI)-generated videos. Malicious users can easily create non-existent vide…
Spatio-temporal Co-attention Fusion Network for Video Splicing Localization
Man Lin, Gang Cao, Zijie Lou
Digital video splicing has become easy and ubiquitous. Malicious users copy some regions of a video and paste them to another video for creating realistic forgeries. It is signific…