Camilo Rene Duque Becerra

VarSelect: A Statistically Guided Framework for QoS-Tunable Sparse Computation in Low-Level Vision Operators

Low-level vision pipelines often evaluate local operators densely, including homogeneous regions that contribute weak responses. We introduce VarSelect, a deterministic, training-free selective-computation framework that decouples constant-time local-statistical gating from the execution of compatible classical operato...