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Caltech Authors (161.377 recursos)

Repository of works by Caltech published authors.

Group = Koch Laboratory (KLAB)

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  1. A Meta-Theory of Boundary Detection Benchmarks

    Hou, Xiaodi; Yuille, Alan; Koch, Christof
    Human labeled datasets, along with their corresponding evaluation algorithms, play an important role in boundary detection. We here present a psychophysical experiment that addresses the reliability of such benchmarks. To find better remedies to evaluate the performance of any boundary detection algorithm, we propose a computational framework to remove inappropriate human labels and estimate the instrinsic properties of boundaries.
    (application/pdf) - 21-nov-2017

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