2 papers
cs.CV2025
From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images
Ashutosh Kumar, Aman Chadha
This study explores the challenges of integrating human visual cue-based dehazing into object detection, given the selective nature of human perception. While human vision adapts d…
cs.CV2025
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions
Ashutosh Kumar
This study proposes a novel deep learning framework inspired by atmospheric scattering and human visual cortex mechanisms to enhance object detection under poor visibility scenario…