"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors

Computer Vision Foundation 2018 Yossi GandelsmanAssaf ShocherMichal Irani

Many seemingly unrelated computer vision tasks can be viewed as a special case of image decomposition into separate layers. For example, image segmentation (separation into foreground and background layers); transparent layer separation (into reflection and transmission layers); Image dehazing (separation into a clear image and a haze map), and more... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Image Dehazing O-Haze Double-DIP PSNR 18.815 # 3