Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding

CVPR 2016 Michael MaireTakuya NarihiraStella X. Yu

Spectral embedding provides a framework for solving perceptual organization problems, including image segmentation and figure/ground organization. From an affinity matrix describing pairwise relationships between pixels, it clusters pixels into regions, and, using a complex-valued extension, orders pixels according to layer... (read more)

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