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
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…
eess.IV2025
ReflectGAN: Modeling Vegetation Effects for Soil Carbon Estimation from Satellite Imagery
Dristi Datta, Manoranjan Paul, Manzur Murshed +2
Soil organic carbon (SOC) is a critical indicator of soil health, but its accurate estimation from satellite imagery is hindered in vegetated regions due to spectral contamination…