Scribble-Supervised Segmentation of Aerial Building Footprints Using Adversarial Learning

Scribble-Supervised Segmentation of Aerial Building Footprints Using Adversarial Learning

Aerial image segmentation usually requires a large amount of pixel-level masks in order to achieve quality performance. Obtaining these annotations can be both costly and time-consuming, limiting the amount of data available for training. In this paper, we present an approach for learning to segment...

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Bibliographic Details
Main Authors: Weimin Wu, Huan Qi, Zhenrui Rong, Liang Liu, Hongye Su
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Aerial image
generative adversarial network
image segmentation
weak supervision
Online Access:https://ieeexplore.ieee.org/document/8485295/

Internet

https://ieeexplore.ieee.org/document/8485295/

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