Remote sensing image building detection method and device, and computer readable storage medium

• Main Authors: HUANG YANHONG, ZHU JISHUAI, LIU KANG, DENG MEIHUAN, LI HAIXIA
• Format: Patent
• Language: Chinese; English
• Published: 18.06.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a remote sensing image building detection method and device, and a computer readable storage medium. The method comprises the following steps: establishing a standard building instance segmentation sample set through remote sensing image data and a spatial data file of a building, and obtaining a building instance segmentation network model based on Mask-RCNN network training by using the standard building instance segmentation sample set; and inputting to-be-detected image data into the building instance segmentation network model, performing slicing processing on the to-be-detected image data by using the building instance segmentation network model so as to obtain an instance segmentation result of a single grid, and finally obtaining all building information contained in the to-be-detected image data according to the instance segmentation result of each grid. The precision of detecting the building in the remote sensing image is effectively improved. 本申请公开了一种遥感影像建筑物检测方法、装置及计算机可读存储介