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Justine Giroux

2 accepted papers

2024

Towards a Perceptual Evaluation Framework for Lighting Estimation

CVPR 2024poster

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 approach we demonstrate that doing so does not correlate to human preference when the estimated lighting is used to relig…

2023

Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction

ICCV 2023oral

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 shortcoming, we introduce the Laval Photometric Indoor HDR Dataset, the first large-scale photometrically calibrated datas…

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