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Color Editing plays an important role in image processing, which aims to change the original image color according to specific image color characteristics. We present a new interactive local color editing method. The user first draws strokes specifying the target region needed to transfer color, which can be segmented using K-means clustering. Then patch-based inpainting technology is applied to achieve...
We discuss a novel decision tree architecture with soft decisions at the internal nodes where we choose both children with probabilities given by a sigmoid gating function. Our algorithm is incremental where new nodes are added when needed and parameters are learned using gradient-descent. We visualize the soft tree fit on a toy data set and then compare it with the canonical, hard decision tree over...
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