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Seeing Small Faces From Robust Anchor'S Perspective

2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), (2018): 5127-5136

Cited: 92|Views47
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Abstract

This paper introduces a novel anchor design principle to support anchor-based face detection for superior scale-invariant performance, especially on tiny faces. To achieve this, we explicitly address the problem that anchor-based detectors drop performance drastically on faces with tiny sizes, e.g. less than 16 x 16 pixels. In this paper,...More

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