Learning adaptive receptive fields for deep image parsing networks

Learning adaptive receptive fields for deep image parsing networks

Abstract In this paper, we introduce a novel approach to automatically regulate receptive fields in deep image parsing networks. Unlike previous work which placed much importance on obtaining better receptive fields using manually selected dilated convolutional kernels, our approach uses two affine...

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Bibliographic Details
Main Authors: Zhen Wei, Yao Sun, Junyu Lin, Si Liu
Format: Article
Language:English
Published: SpringerOpen 2018-04-01
Series:Computational Visual Media
Subjects:
semantic segmentation
receptive field
data-driven
face parsing
Online Access:http://link.springer.com/article/10.1007/s41095-018-0112-1

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