Contour Detection and Hierarchical Image Segmentation

Abstract

This paper investigates two fundamental problems in computer vision: contour detection and image segmentation. We present state-of-the-art algorithms for both of these tasks. Our contour detector combines multiple local cues into a globalization framework based on spectral clustering. Our segmentation algorithm consists of generic machinery for transforming… (More)
DOI: 10.1109/TPAMI.2010.161
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