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

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 (sepa...

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Bibliographic Details
Main Authors: Gandelsman, Yosef, Shocher, Assaf, Irani, Michal
Format: Conference Proceeding
Language:English
Subjects:
Computational Photography
Computer vision
Deep Learning
Image decomposition
Image segmentation
Low-level Vision
Pattern recognition
Reflection
Semantics
Training
Online Access:Request full text
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