2 papers
cs.CV2025
Boosting Illuminant Estimation in Deep Color Constancy through Enhancing Brightness Robustness
Mengda Xie, Chengzhi Zhong, Yiling He +2
Color constancy estimates illuminant chromaticity to correct color-biased images. Recently, Deep Neural Network-driven Color Constancy (DNNCC) models have made substantial advancem…
cs.CV2023
RetouchUAA: Unconstrained Adversarial Attack via Image Retouching
Mengda Xie, Yiling He, Meie Fang
Deep Neural Networks (DNNs) are susceptible to adversarial examples. Conventional attacks generate controlled noise-like perturbations that fail to reflect real-world scenarios and…