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cs.CV2026
FAIR: Feature-Augmented Implicit Regularization for AI-generated Fake Image Detection
Md Redwanul Haque, Manzur Murshed, Manoranjan Paul +1
Generalization remains a critical bottleneck in AI-generated image detection. Because many modern generators are proprietary or adversarially modified, existing detectors overfit t…
cs.CV2025
A Novel Image Similarity Metric for Scene Composition Structure
Md Redwanul Haque, Manzur Murshed, Manoranjan Paul +1
The rapid advancement of generative AI models necessitates novel methods for evaluating image quality that extend beyond human perception. A critical concern for these models is th…
cs.CV2022
A new way of video compression via forward-referencing using deep learning
S. M. A. K. Rajin, M. Murshed, M. Paul +2
To exploit high temporal correlations in video frames of the same scene, the current frame is predicted from the already-encoded reference frames using block-based motion estimatio…