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Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks

Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks

Edge detection has made significant progress with the help of deep convolutional networks (ConvNet). These ConvNet-based edge detectors have approached human level performance on standard benchmarks. We provide a systematical study of these detectors' outputs. We show that the detection results did not accurately localize edge pixels, which can be …