Object-oriented mapping application of architecture based on multi-scale image segmentation and image extraction
- ShenZhen Municipal Information Center of Land Resource, Urban Planning and Real Estate, 8007 Hongli Road Shenzhen, P.R.China
Keywords: Mapping, Architecture, Multi-scale segmentation, Object-oriented, Extraction
Abstract. Residential area detection is extremely important for supervision of rush-built and illegal construction behavior to protect arable land and basic farmland. Traditional manual recognition of illegal construction is simple but time-consuming. The specific research work in the thesis includes: the proposition and designing of a multi-scale segmentation method based on watershed segmentation combined with region merging algorithm, comparative experiments of the new algorithm and traditional algorithm. Then, architecture extraction experiment based on the multi-scale segmentation method is carried out and analysis of the precision of comparative experiment results of pixel-based and object-oriented extraction methods is made, all these steps facilitate the automatic mapping of the architecture.