39 citations · 86 across the 14 of their papers we have counts for
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cs.CV2019★ 39 cited
Sensor-Independent Illumination Estimation for DNN Models
Mahmoud Afifi, Michael S. Brown
While modern deep neural networks (DNNs) achieve state-of-the-art results for illuminant estimation, it is currently necessary to train a separate DNN for each type of camera senso…
cs.CV2019
Noise Flow: Noise Modeling with Conditional Normalizing Flows
Abdelrahman Abdelhamed, Marcus A. Brubaker, Michael S. Brown
Modeling and synthesizing image noise is an important aspect in many computer vision applications. The long-standing additive white Gaussian and heteroscedastic (signal-dependent)…