Buildings Detection from Very High Resolution Satellite Images Using Segmentation and Morphological Operations

摘要

Extraction of high0resolution satellite image buildings is difficult task for researchers in remote sensing area. In the proposed work Region Growing Segmentation, morphological operations and perceptual0grouping techniques are developed and to detect the buildings in high spatial0resolution images. The necessary algorithm for the implementation of0Region growing segmentation is developed using MATLAB0software and its performance is tested by inputting several images. It is founded that0the proposed algorithm successfully detect the rectangular building footprints. The efficacy of the designed algorithm is tested by0repeating the experiment multiple times successfully.