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Building Extraction from UAV Images Jointly Using 6D-SLIC and Multiscale Siamese Convolutional Networks

Haiqing He, Junchao Zhou, Min Chen, Ting Chen, Dajun Li, Penggen Cheng
2019 Remote Sensing  
A framework for building extraction is constructed by jointly using an improved Simple Linear Iterative Clustering (SLIC) algorithm and Multiscale Siamese Convolutional Networks (MSCNs).  ...  This paper presents an effective approach to extracting buildings from Unmanned Aerial Vehicle (UAV) images through the incorporation of superpixel segmentation and semantic recognition.  ...  The authors also thank the editor-in-chief, the anonymous associate editor, and the reviewers for their systematic review and valuable comments.  ... 
doi:10.3390/rs11091040 fatcat:vnm6fle67bg73dosltpjhip65m