Input-Adaptive Gating of a Dehazing Front-End for On-Device Perception in Smoke-Obscured Environments

Seongjun Kang, Ishaan Garg, Vishnu Bharadwaj

Two-stage vision pipelines often place an enhancement network before a task network, on the assumption that a cleaner input produces a better output. We evaluate this in a firefigh…