2 papers
cs.CV2025
A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory
Liubing Hu, Pu Wang, Guangwei Gao +2
This paper introduces a novel partial differential equation (PDE) framework for single-image dehazing. We embed the atmospheric scattering model into a PDE featuring edge-preservin…
cs.CV2025
FlowLUT: Efficient Image Enhancement via Differentiable LUTs and Iterative Flow Matching
Liubing Hu, Chen Wu, Anrui Wang +3
Deep learning-based image enhancement methods face a fundamental trade-off between computational efficiency and representational capacity. For example, although a conventional thre…