Deep Outdoor Illumination Estimation

CVPR 2017 Yannick Hold-GeoffroyKalyan SunkavalliSunil HadapEmiliano GambarettoJean-François Lalonde

We present a CNN-based technique to estimate high-dynamic range outdoor illumination from a single low dynamic range image. To train the CNN, we leverage a large dataset of outdoor panoramas... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Outdoor Light Source Estimation SUN360 ÇuNNy Median Relighting Error 1.25 # 1

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