works on
biologically inspired preprocessing 1domain shift 1robustness to illumination 1semantic segmentation 1sparse representations 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Improved Robustness from Biologically Inspired Sparse Contrast Representations

Lorena Stracke, Lia Nimmermann, Shashank Agnihotri +3

The paper introduces a fixed, model‑agnostic preprocessing step inspired by retinal processing that applies color remapping and local contrast extraction to create sparse image rep…