Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters

• Published in: Remote sensing (Basel, Switzerland) Vol. 10; no. 1; p. 144
• Main Authors: Xu, Yongyang, Wu, Liang, Xie, Zhong, Chen, Zhanlong
• Format: Journal Article
• Language: English
• Published: MDPI AG 01.01.2018
• Subjects: building extraction; deep learning; guided filter; very high resolution

Very high resolution (VHR) remote sensing imagery has been used for land cover classification, and it tends to a transition from land-use classification to pixel-level semantic segmentation. Inspired by the recent success of deep learning and the filter method in computer vision, this work provides...