2 citations · 2 across the 2 of their papers we have counts for
3 papers
Shedding Light: A Benchmark for Evaluating Lighting Understanding in Generative Image Models
Justine Giroux, Jack Oliver Hilliard, Yannick Hold-Geoffroy +2
Accurate modelling of illumination is central to realistic image synthesis and scene understanding. Yet, there is little exploration into whether image generative models are good a…
Towards a Perceptual Evaluation Framework for Lighting Estimation
Justine Giroux, Mohammad Reza Karimi Dastjerdi, Yannick Hold-Geoffroy +2
Progress in lighting estimation is tracked by computing existing image quality assessment (IQA) metrics on images from standard datasets. While this may appear to be a reasonable a…
Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction
Christophe Bolduc, Justine Giroux, Marc Hébert +2
Light plays an important role in human well-being. However, most computer vision tasks treat pixels without considering their relationship to physical luminance. To address this sh…