3 papers
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
Evaluating the Efficacy of Sentinel-2 versus Aerial Imagery in Serrated Tussock Classification
Rezwana Sultana, Manzur Murshed, Kathryn Sheffield +3
Invasive species pose major global threats to ecosystems and agriculture. Serrated tussock (\textit{Nassella trichotoma}) is a highly competitive invasive grass species that disrup…
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…