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cs.CV2026
DeCoDrift: Stabilizing Decoder Coupling in Closed-Loop Foundation Segmentation
H. M. Shadman Tabib, Md. Shamsuzzoha Bayzid, M Sohel Rahman
Foundation segmentation models such as Segment Anything Model (SAM) are now routinely used in iterative pipelines, where each predicted mask is fed back as the next prompt. This pr…
cs.CV2025
Entropy-Driven Genetic Optimization for Deep-Feature-Guided Low-Light Image Enhancement
Nirjhor Datta, Afroza Akther, M. Sohel Rahman
Image enhancement methods often prioritize pixel level information, overlooking the semantic features. We propose a novel, unsupervised, fuzzy-inspired image enhancement framework…